318 Publications
2024 | Conference Paper | LibreCat-ID: 57031 | 
Gburrek T, Meise A, Schmalenstroeer J, Haeb-Umbach R. Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models. In: 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE; 2024. doi:10.1109/iwaenc61483.2024.10694103
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2024 | Report | LibreCat-ID: 57161
Werning A, Haeb-Umbach R. UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation.; 2024.
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2024 | Conference Paper | LibreCat-ID: 57160
Werning A, Haeb-Umbach R. Target-Specific Dataset Pruning for Compression of Audio Tagging Models. In: 32nd European Signal Processing Conference (EUSIPCO 2024). ; 2024.
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2024 | Conference Paper | LibreCat-ID: 57099
Xie Y, Kuhlmann M, Rautenberg F, Tan Z-H, Häb-Umbach R. Speaker and Style Disentanglement of Speech Based on Contrastive Predictive Coding Supported Factorized Variational Autoencoder. In: 2024 32nd European Signal Processing Conference (EUSIPCO). ; 2024:436–440.
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2024 | Conference Paper | LibreCat-ID: 56004 |
von Neumann T, Boeddeker C, Cord-Landwehr T, Delcroix M, Haeb-Umbach R. Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization. In: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW). IEEE; 2024. doi:10.1109/icasspw62465.2024.10625894
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2024 | Journal Article | LibreCat-ID: 52958 |
Boeddeker C, Subramanian AS, Wichern G, Haeb-Umbach R, Le Roux J. TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 2024;32:1185-1197. doi:10.1109/taslp.2024.3350887
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2024 | Conference Paper | LibreCat-ID: 53659
Cord-Landwehr T, Boeddeker C, Zorilă C, Doddipatla R, Haeb-Umbach R. Geodesic Interpolation of Frame-Wise Speaker Embeddings for the Diarization of Meeting Scenarios. In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2024. doi:10.1109/icassp48485.2024.10445911
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2024 | Preprint | LibreCat-ID: 57085 |
Cord-Landwehr T, Boeddeker C, Haeb-Umbach R. Simultaneous Diarization and Separation of Meetings through the Integration of Statistical Mixture Models. Published online 2024.
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2024 | Conference Paper | LibreCat-ID: 56272 |
Boeddeker C, Cord-Landwehr T, Haeb-Umbach R. Once more Diarization: Improving meeting transcription systems through segment-level speaker reassignment. In: Interspeech 2024. ISCA; 2024. doi:10.21437/interspeech.2024-1286
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2024 | Conference Paper | LibreCat-ID: 57659 |
Vieting P, Berger S, von Neumann T, Boeddeker C, Schlüter R, Haeb-Umbach R. Combining TF-GridNet and Mixture Encoder for Continuous Speech Separation for Meeting Transcription. In: 2024 IEEE Spoken Language Technology Workshop (SLT). ; 2024.
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2023 | Conference Paper | LibreCat-ID: 48269 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. On the Integration of Sampling Rate Synchronization and Acoustic Beamforming. In: European Signal Processing Conference (EUSIPCO). ; 2023.
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2023 | Conference Paper | LibreCat-ID: 48270 |
Schmalenstroeer J, Gburrek T, Haeb-Umbach R. LibriWASN: A Data Set for Meeting Separation, Diarization, and Recognition with Asynchronous Recording Devices. In: ITG Conference on Speech Communication. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 48355 |
Rautenberg F, Kuhlmann M, Wiechmann J, Seebauer F, Wagner P, Haeb-Umbach R. On Feature Importance and Interpretability of Speaker Representations. In: ITG Conference on Speech Communication. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 48410 |
Wiechmann J, Rautenberg F, Wagner P, Haeb-Umbach R. Explaining voice characteristics to novice voice practitioners-How successful is it? In: 20th International Congress of the Phonetic Sciences (ICPhS) . ; 2023.
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2023 | Conference Paper | LibreCat-ID: 46069
Seebauer F, Kuhlmann M, Haeb-Umbach R, Wagner P. Re-examining the quality dimensions of synthetic speech. In: 12th Speech Synthesis Workshop (SSW) 2023. ; 2023.
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2023 | Journal Article | LibreCat-ID: 35602 |
von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 2023;31:576-589. doi:10.1109/taslp.2022.3228629
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2023 | Conference Paper | LibreCat-ID: 49109 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks. In: Proc. Asilomar Conference on Signals, Systems, and Computers. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 44849 |
Rautenberg F, Kuhlmann M, Ebbers J, et al. Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics. In: Fortschritte Der Akustik - DAGA 2023. ; 2023:1409-1412.
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2023 | Conference Paper | LibreCat-ID: 49111
Ebbers J, Haeb-Umbach R, Serizel R. Post-Processing Independent Evaluation of Sound Event Detection Systems. In: Proceedings of the 8th Detection and Classification of Acoustic Scenes and Events 2023 Workshop (DCASE2023). ; 2023:36–40.
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2023 | Conference Paper | LibreCat-ID: 57098
Seebauer F, Kuhlmann M, Häb-Umbach R, Wagner P. DISCERNING DIMENSIONS OF QUALITY FOR STATE OF THE ART SYNTHETIC SPEECH. In: Proceedings of the 20th International Congress of Phonetic Sciences. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 57086
Kuhlmann M, Meise A, Seebauer F, Wagner P, Häb-Umbach R. Investigating Speaker Embedding Disentanglement on Natural Read Speech. In: Speech Communication; 15th ITG Conference. ; 2023:121–125.
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2023 | Conference Paper | LibreCat-ID: 48281 |
von Neumann T, Boeddeker C, Kinoshita K, Delcroix M, Haeb-Umbach R. On Word Error Rate Definitions and Their Efficient Computation for Multi-Speaker Speech Recognition Systems. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2023. doi:10.1109/icassp49357.2023.10094784
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2023 | Conference Paper | LibreCat-ID: 48275 |
von Neumann T, Boeddeker C, Delcroix M, Haeb-Umbach R. MeetEval: A Toolkit for Computation of Word Error Rates for Meeting Transcription Systems. In: Proc. CHiME 2023 Workshop on Speech Processing in Everyday Environments. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 47128 |
Cord-Landwehr T, Boeddeker C, Zorilă C, Doddipatla R, Haeb-Umbach R. Frame-Wise and Overlap-Robust Speaker Embeddings for Meeting Diarization. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2023. doi:10.1109/icassp49357.2023.10095370
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2023 | Conference Paper | LibreCat-ID: 47129 |
Cord-Landwehr T, Boeddeker C, Zorilă C, Doddipatla R, Haeb-Umbach R. A Teacher-Student Approach for Extracting Informative Speaker Embeddings From Speech Mixtures. In: INTERSPEECH 2023. ISCA; 2023. doi:10.21437/interspeech.2023-1379
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2023 | Conference Paper | LibreCat-ID: 54439 |
Boeddeker C, Cord-Landwehr T, von Neumann T, Haeb-Umbach R. Multi-stage diarization refinement for the CHiME-7 DASR scenario. In: 7th International Workshop on Speech Processing in Everyday Environments (CHiME 2023). ISCA; 2023. doi:10.21437/chime.2023-10
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2023 | Conference Paper | LibreCat-ID: 48390 |
Berger S, Vieting P, Boeddeker C, Schlüter R, Haeb-Umbach R. Mixture Encoder for Joint Speech Separation and Recognition. In: INTERSPEECH 2023. ISCA; 2023. doi:10.21437/interspeech.2023-1815
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2022 | Conference Paper | LibreCat-ID: 33471
Heitkämper J, Schmalenstroeer J, Haeb-Umbach R. Neural Network Based Carrier Frequency Offset Estimation From Speech Transmitted Over High Frequency Channels. In: Proceedings of the 30th European Signal Processing Conference (EUSIPCO).
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2022 | Conference Paper | LibreCat-ID: 33847 |
Cord-Landwehr T, von Neumann T, Boeddeker C, Haeb-Umbach R. MMS-MSG: A Multi-purpose Multi-Speaker Mixture Signal Generator. In: 2022 International Workshop on Acoustic Signal Enhancement (IWAENC). ; 2022.
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| arXiv
2022 | Conference Paper | LibreCat-ID: 33807 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. On Synchronization of Wireless Acoustic Sensor Networks in the Presence of Time-Varying Sampling Rate Offsets and Speaker Changes. In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2022. doi:10.1109/icassp43922.2022.9746284
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2022 | Journal Article | LibreCat-ID: 33451 |
Grimm C, Fei T, Warsitz E, Farhoud R, Breddermann T, Haeb-Umbach R. Warping of Radar Data Into Camera Image for Cross-Modal Supervision in Automotive Applications. IEEE Transactions on Vehicular Technology. 2022;71(9):9435-9449. doi:10.1109/TVT.2022.3182411
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2022 | Conference Paper | LibreCat-ID: 33696 |
Wiechmann J, Glarner T, Rautenberg F, Wagner P, Haeb-Umbach R. Technically enabled explaining of voice characteristics. In: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P). ; 2022.
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2022 | Conference Paper | LibreCat-ID: 33857 |
Kuhlmann M, Seebauer F, Ebbers J, Wagner P, Haeb-Umbach R. Investigation into Target Speaking Rate Adaptation for Voice Conversion. In: Interspeech 2022. ISCA; 2022. doi:10.21437/interspeech.2022-10740
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2022 | Conference Paper | LibreCat-ID: 33808 |
Gburrek T, Schmalenstroeer J, Heitkaemper J, Haeb-Umbach R. Informed vs. Blind Beamforming in Ad-Hoc Acoustic Sensor Networks for Meeting Transcription. In: 2022 International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE; 2022. doi:10.1109/IWAENC53105.2022.9914772
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2022 | Conference Paper | LibreCat-ID: 34072 |
Ebbers J, Haeb-Umbach R, Serizel R. Threshold Independent Evaluation of Sound Event Detection Scores. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2022.
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2022 | Report | LibreCat-ID: 49113
Ebbers J, Haeb-Umbach R. Pre-Training And Self-Training For Sound Event Detection In Domestic Environments.; 2022.
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2022 | Conference Paper | LibreCat-ID: 33848 |
Cord-Landwehr T, Boeddeker C, von Neumann T, Zorila C, Doddipatla R, Haeb-Umbach R. Monaural source separation: From anechoic to reverberant environments. In: 2022 International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE; 2022.
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| arXiv
2022 | Conference Paper | LibreCat-ID: 33819 |
von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. SA-SDR: A Novel Loss Function for Separation of Meeting Style Data. In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2022. doi:10.1109/icassp43922.2022.9746757
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2022 | Misc | LibreCat-ID: 33816 |
Gburrek T, Boeddeker C, von Neumann T, Cord-Landwehr T, Schmalenstroeer J, Haeb-Umbach R. A Meeting Transcription System for an Ad-Hoc Acoustic Sensor Network. arXiv; 2022. doi:10.48550/ARXIV.2205.00944
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2022 | Conference Paper | LibreCat-ID: 33954 |
Boeddeker C, Cord-Landwehr T, von Neumann T, Haeb-Umbach R. An Initialization Scheme for Meeting Separation with Spatial Mixture Models. In: Interspeech 2022. ISCA; 2022. doi:10.21437/interspeech.2022-10929
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2022 | Conference Paper | LibreCat-ID: 33958
Kinoshita K, von Neumann T, Delcroix M, Boeddeker C, Haeb-Umbach R. Utterance-by-utterance overlap-aware neural diarization with Graph-PIT. In: Proc. Interspeech 2022. ISCA; 2022:1486-1490. doi:10.21437/Interspeech.2022-11408
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2021 | Journal Article | LibreCat-ID: 21065 |
Haeb-Umbach R, Heymann J, Drude L, Watanabe S, Delcroix M, Nakatani T. Far-Field Automatic Speech Recognition. Proceedings of the IEEE. 2021;109(2):124-148. doi:10.1109/JPROC.2020.3018668
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2021 | Conference Paper | LibreCat-ID: 28256
Zhang W, Boeddeker C, Watanabe S, et al. End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2021. doi:10.1109/icassp39728.2021.9414464
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2021 | Conference Paper | LibreCat-ID: 24000
Heitkaemper J, Schmalenstroeer J, Ion V, Haeb-Umbach R. A Database for Research on Detection and Enhancement of Speech Transmitted over HF links. In: Speech Communication; 14th ITG-Symposium. ; 2021:1-5.
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2021 | Conference Paper | LibreCat-ID: 44843 |
Boeddeker C, Rautenberg F, Haeb-Umbach R. A Comparison and Combination of Unsupervised Blind Source Separation Techniques. In: ITG Conference on Speech Communication. ; 2021.
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| arXiv
2021 | Conference Paper | LibreCat-ID: 28259 |
Boeddeker C, Zhang W, Nakatani T, et al. Convolutive Transfer Function Invariant SDR Training Criteria for Multi-Channel Reverberant Speech Separation. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2021. doi:10.1109/icassp39728.2021.9414661
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2021 | Conference Paper | LibreCat-ID: 23998 |
Schmalenstroeer J, Heitkaemper J, Ullmann J, Haeb-Umbach R. Open Range Pitch Tracking for Carrier Frequency Difference Estimation from HF Transmitted Speech. In: 29th European Signal Processing Conference (EUSIPCO). ; 2021:1-5.
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2021 | Journal Article | LibreCat-ID: 22528 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. Geometry calibration in wireless acoustic sensor networks utilizing DoA and distance information. EURASIP Journal on Audio, Speech, and Music Processing. Published online 2021. doi:10.1186/s13636-021-00210-x
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2021 | Conference Paper | LibreCat-ID: 23994 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. Iterative Geometry Calibration from Distance Estimates for Wireless Acoustic Sensor Networks. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2021. doi:10.1109/icassp39728.2021.9413831
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2021 | Conference Paper | LibreCat-ID: 23999 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. On Source-Microphone Distance Estimation Using Convolutional Recurrent Neural Networks. In: Speech Communication; 14th ITG-Symposium. ; 2021:1-5.
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2021 | Conference Paper | LibreCat-ID: 29304 |
Ebbers J, Kuhlmann M, Cord-Landwehr T, Haeb-Umbach R. Contrastive Predictive Coding Supported Factorized Variational Autoencoder for Unsupervised Learning of Disentangled Speech Representations. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2021:3860–3864.
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2021 | Conference Paper | LibreCat-ID: 26770 |
von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers. In: Interspeech 2021. ; 2021. doi:10.21437/interspeech.2021-1177
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2021 | Conference Paper | LibreCat-ID: 29173 |
von Neumann T, Boeddeker C, Kinoshita K, Delcroix M, Haeb-Umbach R. Speeding Up Permutation Invariant Training for Source Separation. In: Speech Communication; 14th ITG Conference. ; 2021.
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2021 | Conference Paper | LibreCat-ID: 29308 |
Ebbers J, Haeb-Umbach R. Self-Trained Audio Tagging and Sound Event Detection in Domestic Environments. In: Proceedings of the 6th Detection and Classification of Acoustic Scenes and Events 2021 Workshop (DCASE2021). ; 2021:226–230.
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2021 | Conference Paper | LibreCat-ID: 29306 |
Ebbers J, Keyser MC, Haeb-Umbach R. Adapting Sound Recognition to A New Environment Via Self-Training. In: Proceedings of the 29th European Signal Processing Conference (EUSIPCO). ; 2021:1135–1139.
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2021 | Journal Article | LibreCat-ID: 24456 |
Rohlfing KJ, Cimiano P, Scharlau I, et al. Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems. IEEE Transactions on Cognitive and Developmental Systems. 2021;13(3):717-728. doi:10.1109/tcds.2020.3044366
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2020 | Conference Paper | LibreCat-ID: 17763 |
Haeb-Umbach R. Sprachtechnologien für Digitale Assistenten. In: Böck R, Siegert I, Wendemuth A, eds. Studientexte Zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2020. TUDpress, Dresden; 2020:227-234.
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2020 | Conference Paper | LibreCat-ID: 20700 |
Boeddeker C, Cord-Landwehr T, Heitkaemper J, et al. Towards a speaker diarization system for the CHiME 2020 dinner party transcription. In: Proc. CHiME 2020 Workshop on Speech Processing in Everyday Environments. ; 2020.
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2020 | Journal Article | LibreCat-ID: 17598 |
Nakatani T, Boeddeker C, Kinoshita K, Ikeshita R, Delcroix M, Haeb-Umbach R. Jointly optimal denoising, dereverberation, and source separation. IEEE/ACM Transactions on Audio, Speech, and Language Processing. Published online 2020:1-1. doi:10.1109/TASLP.2020.3013118
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2020 | Conference Paper | LibreCat-ID: 20504
Heitkaemper J, Jakobeit D, Boeddeker C, Drude L, Haeb-Umbach R. Demystifying TasNet: A Dissecting Approach. In: ICASSP 2020 Virtual Barcelona Spain. ; 2020.
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2020 | Conference Paper | LibreCat-ID: 20505
Heitkaemper J, Schmalenstroeer J, Haeb-Umbach R. Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments. In: INTERSPEECH 2020 Virtual Shanghai China. ; 2020.
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2020 | Conference Paper | LibreCat-ID: 20762 |
von Neumann T, Kinoshita K, Drude L, et al. End-to-End Training of Time Domain Audio Separation and Recognition. In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2020:7004-7008. doi:10.1109/ICASSP40776.2020.9053461
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2020 | Conference Paper | LibreCat-ID: 20764 |
von Neumann T, Boeddeker C, Drude L, et al. Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR. In: Proc. Interspeech 2020. ; 2020:3097-3101. doi:10.21437/Interspeech.2020-2519
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2020 | Conference Paper | LibreCat-ID: 18651 |
Gburrek T, Schmalenstroeer J, Brendel A, Kellermann W, Haeb-Umbach R. Deep Neural Network based Distance Estimation for Geometry Calibration in Acoustic Sensor Network. In: European Signal Processing Conference (EUSIPCO). ; 2020.
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2020 | Conference Paper | LibreCat-ID: 20766 |
Kinoshita K, von Neumann T, Delcroix M, Nakatani T, Haeb-Umbach R. Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation. In: Proc. Interspeech 2020. ; 2020:2652-2656. doi:10.21437/Interspeech.2020-2388
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2020 | Conference Paper | LibreCat-ID: 20753 |
Ebbers J, Haeb-Umbach R. Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-Supervised Sound Event Detection. In: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2020 Workshop (DCASE2020). ; 2020.
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2020 | Conference Paper | LibreCat-ID: 20695 |
Boeddeker C, Nakatani T, Kinoshita K, Haeb-Umbach R. Jointly Optimal Dereverberation and Beamforming. In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2020. doi:10.1109/icassp40776.2020.9054393
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2019 | Journal Article | LibreCat-ID: 17762
Haeb-Umbach R. Lektionen für Alexa \& Co?! forschung. 2019;44(1):12-15. doi:10.1002/fors.201970104
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2019 | Journal Article | LibreCat-ID: 19446 |
Drude L, Heitkaemper J, Boeddeker C, Haeb-Umbach R. SMS-WSJ: Database, performance measures, and baseline recipe for multi-channel source separation and recognition. ArXiv e-prints. 2019.
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2019 | Conference Paper | LibreCat-ID: 11965 |
Drude L, Heymann J, Haeb-Umbach R. Unsupervised training of neural mask-based beamforming. In: INTERSPEECH 2019, Graz, Austria. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 12874 |
Drude L, Hasenklever D, Haeb-Umbach R. Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation. In: ICASSP 2019, Brighton, UK. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 12875 |
Heymann J, Drude L, Haeb-Umbach R, Kinoshita K, Nakatani T. Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR. In: ICASSP 2019, Brighton, UK. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 12876 |
Kurz G, Gilitschenski I, Pfaff F, et al. Directional Statistics and Filtering Using libDirectional. In: Journal of Statistical Software 89(4). ; 2019.
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2019 | Journal Article | LibreCat-ID: 12890 |
Drude L, Haeb-Umbach R. Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. IEEE Journal of Selected Topics in Signal Processing. 2019. doi:10.1109/JSTSP.2019.2912565
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2019 | Conference Paper | LibreCat-ID: 15816 |
Zorila C, Boeddeker C, Doddipatla R, Haeb-Umbach R. An Investigation Into the Effectiveness of Enhancement in ASR Training and Test for Chime-5 Dinner Party Transcription. In: ASRU 2019, Sentosa, Singapore. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 14822 |
Heitkaemper J, Feher T, Freitag M, Haeb-Umbach R. A Study on Online Source Extraction in the Presence of Changing Speaker Positions. In: International Conference on Statistical Language and Speech Processing 2019, Ljubljana, Slovenia. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 14824 |
Martin-Donas JM, Heitkaemper J, Haeb-Umbach R, Gomez AM, Peinado AM. Multi-Channel Block-Online Source Extraction based on Utterance Adaptation. In: INTERSPEECH 2019, Graz, Austria. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 14826 |
Kanda N, Boeddeker C, Heitkaemper J, Fujita Y, Horiguchi S, Haeb-Umbach R. Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR. In: INTERSPEECH 2019, Graz, Austria. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 13271 |
von Neumann T, Kinoshita K, Delcroix M, Araki S, Nakatani T, Haeb-Umbach R. All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis. In: ICASSP 2019, Brighton, UK. ; 2019.
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2019 | Journal Article | LibreCat-ID: 15814 |
Haeb-Umbach R, Watanabe S, Nakatani T, et al. Speech Processing for Digital Home Assistance: Combining Signal Processing With Deep-Learning Techniques. IEEE Signal Processing Magazine. 2019;36(6):111-124. doi:10.1109/MSP.2019.2918706
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2019 | Journal Article | LibreCat-ID: 19450 |
Haeb-Umbach R. Lektionen für Alexa & Co?! DFG forschung 1/2019. Published online 2019:12-15. doi:10.1002/fors.201970104
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2019 | Conference Paper | LibreCat-ID: 15237 |
Gburrek T, Glarner T, Ebbers J, Haeb-Umbach R, Wagner P. Unsupervised Learning of a Disentangled Speech Representation for Voice Conversion. In: Proc. 10th ISCA Speech Synthesis Workshop. ; 2019:81-86. doi:10.21437/SSW.2019-15
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2019 | Conference Paper | LibreCat-ID: 15794 |
Ebbers J, Haeb-Umbach R. Convolutional Recurrent Neural Network and Data Augmentation for Audio Tagging with Noisy Labels and Minimal Supervision. In: DCASE2019 Workshop, New York, USA. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 15796 |
Ebbers J, Drude L, Haeb-Umbach R, Brendel A, Kellermann W. Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks. In: CAMSAP 2019, Guadeloupe, West Indies. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 15792 |
Nelus A, Ebbers J, Haeb-Umbach R, Martin R. Privacy-preserving Variational Information Feature Extraction for Domestic Activity Monitoring Versus Speaker Identification. In: INTERSPEECH 2019, Graz, Austria. ; 2019.
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2018 | Conference Paper | LibreCat-ID: 11760 |
Ebbers J, Nelus A, Martin R, Haeb-Umbach R. Evaluation of Modulation-MFCC Features and DNN Classification for Acoustic Event Detection. In: DAGA 2018, München. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11835 |
Heymann J, Drude L, Haeb-Umbach R, Kinoshita K, Nakatani T. Frame-Online DNN-WPE Dereverberation. In: IWAENC 2018, Tokio, Japan. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11837 |
Heitkaemper J, Heymann J, Haeb-Umbach R. Smoothing along Frequency in Online Neural Network Supported Acoustic Beamforming. In: ITG 2018, Oldenburg, Germany. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11872 |
Drude L, Boeddeker C, Heymann J, et al. Integration neural network based beamforming and weighted prediction error dereverberation. In: INTERSPEECH 2018, Hyderabad, India. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11873 |
Drude L, Heymann J, Boeddeker C, Haeb-Umbach R. NARA-WPE: A Python package for weighted prediction error dereverberation in Numpy and Tensorflow for online and offline processing. In: ITG 2018, Oldenburg, Germany. ; 2018.
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2018 | Journal Article | LibreCat-ID: 11916 |
Despotovic V, Walter O, Haeb-Umbach R. Machine learning techniques for semantic analysis of dysarthric speech: An experimental study. Speech Communication 99 (2018) 242-251 (Elsevier BV). 2018.
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2018 | Conference Paper | LibreCat-ID: 12898 |
Drude L, von Neumann T, Haeb-Umbach R. Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation. In: ICASSP 2018, Calgary, Canada. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 12900 |
Drude L, Higuchi, Takuya , Kinoshita K, Nakatani T, Haeb-Umbach R. Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation. In: ICASSP 2018, Calgary, Canada. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 12901 |
Boeddeker C, Erdogan H, Yoshioka T, Haeb-Umbach R. Exploring Practical Aspects of Neural Mask-Based Beamforming for Far-Field Speech Recognition. In: ICASSP 2018, Calgary, Canada. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 12899 |
Boeddeker C, Heitkaemper J, Schmalenstroeer J, Drude L, Heymann J, Haeb-Umbach R. Front-End Processing for the CHiME-5 Dinner Party Scenario. In: Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 6859
Afifi H, Schmalenstroeer J, Ullmann J, Haeb-Umbach R, Karl H. MARVELO - A Framework for Signal Processing in Wireless Acoustic Sensor Networks. In: Speech Communication; 13th ITG-Symposium. ; 2018:1-5.
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2018 | Conference Paper | LibreCat-ID: 11747 |
Grimm C, Breddermann T, Farhoud R, Fei T, Warsitz E, Haeb-Umbach R. Discrimination of Stationary from Moving Targets with Recurrent Neural Networks in Automotive Radar. In: International Conference on Microwaves for Intelligent Mobility (ICMIM) 2018. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11907 |
Glarner T, Hanebrink P, Ebbers J, Haeb-Umbach R. Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery. In: INTERSPEECH 2018, Hyderabad, India. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11838 |
Schmalenstroeer J, Haeb-Umbach R. Efficient Sampling Rate Offset Compensation - An Overlap-Save Based Approach. In: 26th European Signal Processing Conference (EUSIPCO 2018). ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11876 |
Kitza M, Michel W, Boeddeker C, et al. The RWTH/UPB System Combination for the CHiME 2018 Workshop. In: Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11836 |
Ebbers J, Heitkaemper J, Schmalenstroeer J, Haeb-Umbach R. Benchmarking Neural Network Architectures for Acoustic Sensor Networks. In: ITG 2018, Oldenburg, Germany. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11839 |
Schmalenstroeer J, Haeb-Umbach R. Insights into the Interplay of Sampling Rate Offsets and MVDR Beamforming. In: ITG 2018, Oldenburg, Germany. ; 2018.
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2017 | Conference Paper | LibreCat-ID: 11717 |
Arora P, Haeb-Umbach R. A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario. In: IEEE 19th International Workshop on Multimedia Signal Processing (MMSP). ; 2017.
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2017 | Report | LibreCat-ID: 11735 |
Boeddeker C, Hanebrink P, Drude L, Heymann J, Haeb-Umbach R. On the Computation of Complex-Valued Gradients with Application to Statistically Optimum Beamforming.; 2017.
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2017 | Conference Paper | LibreCat-ID: 11736 |
Boeddeker C, Hanebrink P, Drude L, Heymann J, Haeb-Umbach R. Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11737 |
Chinaev A, Haeb-Umbach R. A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11754 |
Drude L, Haeb-Umbach R. Tight integration of spatial and spectral features for BSS with Deep Clustering embeddings. In: INTERSPEECH 2017, Stockholm, Schweden. ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11770 |
Glarner T, Boenninghoff B, Walter O, Haeb-Umbach R. Leveraging Text Data for Word Segmentation for Underresourced Languages. In: INTERSPEECH 2017, Stockholm, Schweden. ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11809 |
Heymann J, Drude L, Boeddeker C, Hanebrink P, Haeb-Umbach R. BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.
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2017 | Journal Article | LibreCat-ID: 11811 |
Heymann J, Drude L, Haeb-Umbach R. A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing. Computer Speech and Language. 2017.
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2017 | Conference Paper | LibreCat-ID: 11763 |
Fei T, Grimm C, Farhoud R, Breddermann T, Warsitz E, Haeb-Umbach R. A Novel Target Separation Algorithm Applied to The Two-Dimensional Spectrum for FMCW Automotive Radar Systems. In: IEEE International Conference on Microwave, Communications, Anthenas and Electronic Systems. ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11772 |
Grimm C, Breddermann T, Farhoud R, Fei T, Warsitz E, Haeb-Umbach R. Hypothesis Test for the Detection of Moving Targets in Automotive Radar. In: IEEE International Conference on Microwave, Communications, Anthenas and Electronic Systems (COMCAS). ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11759 |
Ebbers J, Heymann J, Drude L, Glarner T, Haeb-Umbach R, Raj B. Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery. In: INTERSPEECH 2017, Stockholm, Schweden. ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11895 |
Schmalenstroeer J, Heymann J, Drude L, Boeddeker C, Haeb-Umbach R. Multi-Stage Coherence Drift Based Sampling Rate Synchronization for Acoustic Beamforming. In: IEEE 19th International Workshop on Multimedia Signal Processing (MMSP). ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11773 |
Grimm C, Farhoud R, Fei T, Warsitz E, Haeb-Umbach R. Detection of Moving Targets in Automotive Radar with Distorted Ego-Velocity Information. In: IEEE Microwaves, Radar and Remote Sensing Symposium (MRRS). ; 2017.
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2016 | Conference Paper | LibreCat-ID: 11738 |
Chinaev A, Haeb-Umbach R. A Priori SNR Estimation Using a Generalized Decision Directed Approach. In: INTERSPEECH 2016, San Francisco, USA. ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11743 |
Chinaev A, Heitkaemper J, Haeb-Umbach R. A Priori SNR Estimation Using Weibull Mixture Model. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11744 |
Chinaev A, Heymann J, Drude L, Haeb-Umbach R. Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11751 |
Drude L, Boeddeker C, Haeb-Umbach R. Blind Speech Separation based on Complex Spherical k-Mode Clustering. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11756 |
Drude L, Raj B, Haeb-Umbach R. On the appropriateness of complex-valued neural networks for speech enhancement. In: INTERSPEECH 2016, San Francisco, USA. ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11771 |
Glarner T, Mahdi Momenzadeh M, Drude L, Haeb-Umbach R. Factor Graph Decoding for Speech Presence Probability Estimation. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11812 |
Heymann J, Drude L, Haeb-Umbach R. Neural Network Based Spectral Mask Estimation for Acoustic Beamforming. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11829 |
Jacob F, Haeb-Umbach R. On the Bias of Direction of Arrival Estimation Using Linear Microphone Arrays. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11834 |
Heymann J, Drude L, Haeb-Umbach R. Wide Residual BLSTM Network with Discriminative Speaker Adaptation for Robust Speech Recognition. In: Computer Speech and Language. ; 2016.
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2016 | Journal Article | LibreCat-ID: 11840 |
Kinoshita K, Delcroix M, Gannot S, et al. A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research. EURASIP Journal on Advances in Signal Processing. 2016.
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2016 | Journal Article | LibreCat-ID: 11886
Plinge A, Jacob F, Haeb-Umbach R, Fink GA. Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms. IEEE Signal Processing Magazine. 2016;33(4):14-29. doi:10.1109/MSP.2016.2555198
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2016 | Conference Paper | LibreCat-ID: 11908 |
Menne T, Heymann J, Alexandridis A, et al. The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation. In: Computer Speech and Language. ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11920 |
Walter O, Haeb-Umbach R. Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models. In: 38th German Conference on Pattern Recognition (GCPR 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11890 |
Schmalenstroeer J, Haeb-Umbach R. Investigations into Bluetooth Low Energy Localization Precision Limits. In: 24th European Signal Processing Conference (EUSIPCO 2016). ; 2016.
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2015 | Conference Paper | LibreCat-ID: 11739 |
Chinaev A, Haeb-Umbach R. On Optimal Smoothing in Minimum Statistics Based Noise Tracking. In: Interspeech 2015. ; 2015:1785-1789.
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2015 | Conference Paper | LibreCat-ID: 11748 |
Despotovic V, Walter O, Haeb-Umbach R. Semantic Analysis of Spoken Input using Markov Logic Networks. In: INTERSPEECH 2015. ; 2015.
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2015 | Conference Paper | LibreCat-ID: 11755 |
Drude L, Jacob F, Haeb-Umbach R. DOA-Estimation based on a Complex Watson Kernel Method. In: 23th European Signal Processing Conference (EUSIPCO 2015). ; 2015.
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2015 | Conference Paper | LibreCat-ID: 11810
Heymann J, Drude L, Chinaev A, Haeb-Umbach R. BLSTM supported GEV Beamformer Front-End for the 3RD CHiME Challenge. In: Automatic Speech Recognition and Understanding Workshop (ASRU 2015). ; 2015.
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2015 | Conference Paper | LibreCat-ID: 11813 |
Heymann J, Haeb-Umbach R, Golik P, Schlueter R. Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions. In: Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On. ; 2015:5053-5057. doi:10.1109/ICASSP.2015.7178933
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2015 | Journal Article | LibreCat-ID: 11830 |
Jacob F, Haeb-Umbach R. Absolute Geometry Calibration of Distributed Microphone Arrays in an Audio-Visual Sensor Network. ArXiv e-prints. 2015.
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2015 | Book | LibreCat-ID: 11868 |
Li J, Deng L, Haeb-Umbach R, Gong Y. Robust Automatic Speech Recognition. Elsevier; 2015.
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2015 | Conference Paper | LibreCat-ID: 11875 |
Marchi E, Schuller B, Baron-Cohen S, et al. Typicality and Emotion in the Voice of Children with Autism Spectrum Condition: Evidence Across Three Languages. In: INTERSPEECH 2015. ; 2015.
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2015 | Conference Paper | LibreCat-ID: 11919 |
Walter O, Drude L, Haeb-Umbach R. Source Counting in Speech Mixtures by Nonparametric Bayesian Estimation of an infinite Gaussian Mixture Model. In: 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015). ; 2015.
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2015 | Journal Article | LibreCat-ID: 11922 |
Walter O, Haeb-Umbach R, Mokbel B, Paassen B, Hammer B. Autonomous Learning of Representations. KI - Kuenstliche Intelligenz. 2015:1-13. doi:http://dx.doi.org/10.1007/s13218-015-0372-1
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2015 | Report | LibreCat-ID: 11923 |
Walter O, Haeb-Umbach R, Strunk J, P. Himmelmann N. Lexicon Discovery for Language Preservation Using Unsupervised Word Segmentation with Pitman-Yor Language Models (FGNT-2015-01).; 2015.
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2015 | Conference Paper | LibreCat-ID: 11874 |
Hoang MK, Schmalenstroeer J, Haeb-Umbach R. Aligning training models with smartphone properties in WiFi fingerprinting based indoor localization. In: 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015). ; 2015.
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2014 | Conference Paper | LibreCat-ID: 11746 |
Chinaev A, Puels M, Haeb-Umbach R. Spectral Noise Tracking for Improved Nonstationary Noise Robust ASR. In: 11. ITG Fachtagung Sprachkommunikation (ITG 2014). ; 2014.
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2014 | Conference Paper | LibreCat-ID: 11752 |
Drude L, Chinaev A, Tran Vu DH, Haeb-Umbach R. Source Counting in Speech Mixtures Using a Variational EM Approach for Complexwatson Mixture Models. In: 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014). ; 2014.
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2014 | Conference Paper | LibreCat-ID: 11753 |
Drude L, Chinaev A, Tran Vu DH, Haeb-Umbach R. Towards Online Source Counting in Speech Mixtures Applying a Variational EM for Complex Watson Mixture Models. In: 14th International Workshop on Acoustic Signal Enhancement (IWAENC 2014). ; 2014:213-217.
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2014 | Conference Paper | LibreCat-ID: 11814 |
Heymann J, Walter O, Haeb-Umbach R, Raj B. Iterative Bayesian Word Segmentation for Unspuervised Vocabulary Discovery from Phoneme Lattices. In: 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014). ; 2014.
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2014 | Conference Paper | LibreCat-ID: 11831 |
Jacob F, Haeb-Umbach R. Coordinate Mapping Between an Acoustic and Visual Sensor Network in the Shape Domain for a Joint Self-Calibrating Speaker Tracking. In: 11. ITG Fachtagung Sprachkommunikation (ITG 2014). ; 2014.
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2014 | Journal Article | LibreCat-ID: 11861
Leutnant V, Krueger A, Haeb-Umbach R. A New Observation Model in the Logarithmic Mel Power Spectral Domain for the Automatic Recognition of Noisy Reverberant Speech. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 2014;22(1):95-109. doi:10.1109/TASLP.2013.2285480
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2014 | Journal Article | LibreCat-ID: 11867 |
Li J, Deng L, Gong Y, Haeb-Umbach R. An Overview of Noise-Robust Automatic Speech Recognition. IEEE Transactions on Audio, Speech and Language Processing. 2014;22(4):745-777. doi:10.1109/TASLP.2014.2304637
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2014 | Conference Paper | LibreCat-ID: 11918 |
Walter O, Despotovic V, Haeb-Umbach R, Gemmeke J, Ons B, Van hamme H. An Evaluation of Unsupervised Acoustic Model Training for a Dysarthric Speech Interface. In: INTERSPEECH 2014. ; 2014.
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2014 | Journal Article | LibreCat-ID: 11898 |
Schmalenstroeer J, Jebramcik P, Haeb-Umbach R. A combined hardware-software approach for acoustic sensor network synchronization . Signal Processing. 2014;(0). doi:http://dx.doi.org/10.1016/j.sigpro.2014.06.030
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2014 | Conference Paper | LibreCat-ID: 11897 |
Schmalenstroeer J, Jebramcik P, Haeb-Umbach R. A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks. In: 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014). ; 2014.
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2014 | Conference Paper | LibreCat-ID: 11903 |
Schmalenstroeer J, Zhao W, Haeb-Umbach R. Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization. In: 11. ITG Fachtagung Sprachkommunikation (ITG 2014). ; 2014.
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2013 | Conference Paper | LibreCat-ID: 11716
Abdelaziz AH, Zeiler S, Kolossa D, Leutnant V, Haeb-Umbach R. GMM-based significance decoding. In: Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On. ; 2013:6827-6831. doi:10.1109/ICASSP.2013.6638984
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2013 | Conference Paper | LibreCat-ID: 11740 |
Chinaev A, Haeb-Umbach R. MAP-based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations. In: 38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013). ; 2013:3352-3356. doi:10.1109/ICASSP.2013.6638279
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2013 | Conference Paper | LibreCat-ID: 11742 |
Chinaev A, Haeb-Umbach R, Taghia J, Martin R. Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-based Postprocessor. In: 38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013). ; 2013:7477-7481. doi:10.1109/ICASSP.2013.6639116
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2013 | Conference Paper | LibreCat-ID: 11762 |
Enzner G, Schmid D, Haeb-Umbach R. On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques. In: 21th European Signal Processing Conference (EUSIPCO 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11815 |
Heymann J, Walter O, Haeb-Umbach R, Raj B. Unsupervised Word Segmentation from Noisy Input. In: Automatic Speech Recognition and Understanding Workshop (ASRU 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11816 |
Hoang MK, Haeb-Umbach R. Parameter estimation and classification of censored Gaussian data with application to WiFi indoor positioning. In: 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013). ; 2013:3721-3725. doi:10.1109/ICASSP.2013.6638353
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2013 | Conference Paper | LibreCat-ID: 11841 |
Kinoshita K, Delcroix M, Yoshioka T, et al. The reverb challenge: a common evaluation framework for dereverberation and recognition of reverberant speech. In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics . ; 2013:22-23.
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2013 | Journal Article | LibreCat-ID: 11862
Leutnant V, Krueger A, Haeb-Umbach R. Bayesian Feature Enhancement for Reverberation and Noise Robust Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2013;21(8):1640-1652. doi:10.1109/TASL.2013.2258013
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2013 | Conference Paper | LibreCat-ID: 11909 |
Tran Vu DH, Haeb-Umbach R. Blind Speech Separation Exploiting Temporal and Spectral Correlations Using Turbo Decoding of 2D-HMMs. In: 21th European Signal Processing Conference (EUSIPCO 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11917
Vu DHT, Haeb-Umbach R. Using the turbo principle for exploiting temporal and spectral correlations in speech presence probability estimation. In: 38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013). ; 2013:863-867. doi:10.1109/ICASSP.2013.6637771
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2013 | Conference Paper | LibreCat-ID: 11921 |
Walter O, Haeb-Umbach R, Chaudhuri S, Raj B. Unsupervised Word Discovery from Phonetic Input Using Nested Pitman-Yor Language Modeling. In: IEEE International Conference on Robotics and Automation (ICRA 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11924 |
Walter O, Korthals T, Haeb-Umbach R, Raj B. Hierarchical System for Word Discovery Exploiting DTW-Based Initialization. In: Automatic Speech Recognition and Understanding Workshop (ASRU 2013). ; 2013.
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2013 | Report | LibreCat-ID: 11926 |
Walter O, Schmalenstroeer J, Haeb-Umbach R. A Novel Initialization Method for Unsupervised Learning of Acoustic Patterns in Speech (FGNT-2013-01).; 2013.
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2013 | Conference Paper | LibreCat-ID: 11832 |
Jacob F, Schmalenstroeer J, Haeb-Umbach R. DoA-Based Microphone Array Position Self-Calibration Using Circular Statistic. In: 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013). ; 2013:116-120. doi:10.1109/ICASSP.2013.6637620
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2013 | Conference Paper | LibreCat-ID: 11891 |
Schmalenstroeer J, Haeb-Umbach R. Sampling Rate Synchronisation in Acoustic Sensor Networks with a Pre-Trained Clock Skew Error Model. In: 21th European Signal Processing Conference (EUSIPCO 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11818 |
Hoang MK, Schmitz S, Drueke C, Vu DHT, Schmalenstroeer J, Haeb-Umbach R. Server based indoor navigation using RSSI and inertial sensor information. In: Positioning Navigation and Communication (WPNC), 2013 10th Workshop On. ; 2013:1-6. doi:10.1109/WPNC.2013.6533263
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2013 | Conference Paper | LibreCat-ID: 11817 |
Hoang MK, Schmalenstroeer J, Drueke C, Tran Vu DH, Haeb-Umbach R. A Hidden Markov Model for Indoor User Tracking Based on WiFi Fingerprinting and Step Detection. In: 21th European Signal Processing Conference (EUSIPCO 2013). ; 2013.
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2012 | Conference Paper | LibreCat-ID: 11741 |
Chinaev A, Haeb-Umbach R. Quality Analysis and Optimization of the MAP-based Noise Power Spectral Density Tracker. In: Speech Communication; 10. ITG Symposium; Proceedings. ; 2012.
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2012 | Conference Paper | LibreCat-ID: 11745 |
Chinaev A, Krueger A, Tran Vu DH, Haeb-Umbach R. Improved Noise Power Spectral Density Tracking by a MAP-based Postprocessor. In: 37th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012). ; 2012.
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2012 | Book Chapter | LibreCat-ID: 11844
Krueger A, Haeb-Umbach R. Reverberant Speech Recognition. In: Techniques for Noise Robustness in Automatic Speech Recognition. Wiley; 2012.
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2012 | Conference Paper | LibreCat-ID: 11849 |
Krueger A, Walter O, Leutnant V, Haeb-Umbach R. Bayesian Feature Enhancement for ASR of Noisy Reverberant Real-World Data. In: Proc. Interspeech. Portland, USA; 2012.
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2012 | Journal Article | LibreCat-ID: 11863 |
Leutnant V, Krueger A, Haeb-Umbach R. Investigations Into a Statistical Observation Model for Logarithmic Mel Power Spectral Density Features of Noisy Reverberant Speech. Speech Communication; 10 ITG Symposium; Proceedings of. 2012:1-4.
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2012 | Conference Paper | LibreCat-ID: 11864 |
Leutnant V, Krueger A, Haeb-Umbach R. A Statistical Observation Model For Noisy Reverberant Speech Features and its Application to Robust ASR. In: Signal Processing, Communications and Computing (ICSPCC), 2012 IEEE International Conference On. ; 2012.
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2012 | Report | LibreCat-ID: 11865 |
Leutnant V, Krueger A, Haeb-Umbach R. Derivation of the Power Compensation Constant in the Observation Model for Reverberant Speech in the Logarithmic Mel Power Spectral Domain.; 2012.
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2012 | Conference Paper | LibreCat-ID: 11910
Tran Vu DH, Haeb-Umbach R. Exploiting Temporal Correlations in Joint Multichannel Speech Separation and Noise Suppression using Hidden Markov Models. In: International Workshop on Acoustic Signal Enhancement (IWAENC2012). ; 2012.
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2012 | Conference Paper | LibreCat-ID: 11833 |
Jacob F, Schmalenstroeer J, Haeb-Umbach R. Microphone Array Position Self-Calibration from Reverberant Speech Input. In: International Workshop on Acoustic Signal Enhancement (IWAENC 2012). ; 2012.
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2012 | Conference Paper | LibreCat-ID: 11925 |
Walter O, Schmalenstroeer J, Engler A, Haeb-Umbach R. Smartphone-Based Sensor Fusion for Improved Vehicular Navigation. In: 9th Workshop on Positioning Navigation and Communication (WPNC 2012). ; 2012.
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2011 | Conference Paper | LibreCat-ID: 11721 |
Bevermeier M, Flanke S, Haeb-Umbach R, Stehr J. A Platform for efficient Supply Chain Management Support in Logistics. In: International Workshop on Intelligent Transportation (WIT 2011). ; 2011.
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2011 | Book Chapter | LibreCat-ID: 11774
Haeb-Umbach R. Uncertainty Decoding and Conditional Bayesian Estimation. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.
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2011 | Book Chapter | LibreCat-ID: 11775
Haeb-Umbach R. Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz. In: Baustelle Informationsgesellschaft Und Universität Heute. Ferdinand Schoeningh Verlag, Paderborn; 2011.
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2011 | Journal Article | LibreCat-ID: 11807
Herbig T, Gerl F, Minker W, Haeb-Umbach R. Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition. Evolving Systems. 2011;2(3):199-214.
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2011 | Book Chapter | LibreCat-ID: 11843
Krueger A, Haeb-Umbach R. A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.
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2011 | Conference Paper | LibreCat-ID: 11845 |
Krueger A, Haeb-Umbach R. MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011). ; 2011:3596-3599. doi:10.1109/ICASSP.2011.5946256
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2011 | Journal Article | LibreCat-ID: 11850 |
Krueger A, Warsitz E, Haeb-Umbach R. Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation. IEEE Transactions on Audio, Speech, and Language Processing. 2011;19(1):206-219. doi:10.1109/TASL.2010.2047324
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2011 | Book Chapter | LibreCat-ID: 11856
Leutnant V, Haeb-Umbach R. Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.
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2011 | Conference Paper | LibreCat-ID: 11866 |
Leutnant V, Krueger A, Haeb-Umbach R. A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR. In: Interspeech 2011. ; 2011.
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2011 | Conference Paper | LibreCat-ID: 11911 |
Tran Vu DH, Haeb-Umbach R. On Initial Seed Selection for Frequency Domain Blind Speech Separation. In: Interspeech 2011. ; 2011.
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2011 | Book (Editor) | LibreCat-ID: 11945 |
Kolossa D, Haeb-Umbach R, eds. Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications. Springer; 2011.
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2011 | Conference Paper | LibreCat-ID: 11889 |
Schmalenstroeer J, Bartek M, Haeb-Umbach R. Unsupervised learning of acoustic events using dynamic time warping and hierarchical K-means++ clustering. In: Interspeech 2011. ; 2011.
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2011 | Conference Paper | LibreCat-ID: 11896 |
Schmalenstroeer J, Jacob F, Haeb-Umbach R, Hennecke M, Fink GA. Unsupervised Geometry Calibration of Acoustic Sensor Networks Using Source Correspondences. In: Interspeech 2011. ; 2011.
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2011 | Conference Paper | LibreCat-ID: 9456 |
Schmalenstroeer J, Bartek M, Haeb-Umbach R. Investigations into Features for Robust Classification into Broad Acoustic Categories. In: 37. Deutsche Jahrestagung Fuer Akustik (DAGA 2011). ; 2011.
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2010 | Conference Paper | LibreCat-ID: 11726 |
Bevermeier M, Walter O, Peschke S, Haeb-Umbach R. Barometric height estimation combined with map-matching in a loosely-coupled Kalman-filter. In: 7th Workshop on Positioning Navigation and Communication (WPNC 2010). ; 2010:128-134. doi:10.1109/WPNC.2010.5650745
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2010 | Journal Article | LibreCat-ID: 11846 |
Krueger A, Haeb-Umbach R. Model-Based Feature Enhancement for Reverberant Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2010;18(7):1692-1707. doi:10.1109/TASL.2010.2049684
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2010 | Conference Paper | LibreCat-ID: 11857 |
Leutnant V, Haeb-Umbach R. Options for Modelling Temporal Statistical Dependencies in an Acoustic Model for ASR. In: 36. Deutsche Jahrestagung Fuer Akustik (DAGA 2010). ; 2010.
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2010 | Conference Paper | LibreCat-ID: 11858 |
Leutnant V, Haeb-Umbach R. On the Exploitation of Hidden Markov Models and Linear Dynamic Models in a Hybrid Decoder Architecture for Continuous Speech Recognition. In: Interspeech 2010. ; 2010.
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2010 | Conference Paper | LibreCat-ID: 11887 |
Raj B, Wilson KW, Krueger A, Haeb-Umbach R. Ungrounded Independent Non-Negative Factor Analysis. In: Interspeech 2010. ; 2010.
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2010 | Conference Paper | LibreCat-ID: 11912 |
Tran Vu DH, Haeb-Umbach R. An EM Approach to Integrated Multichannel Speech Separation and Noise Suppression. In: International Workshop on Acoustic Echo and Noise Control (IWAENC 2010). ; 2010.
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2010 | Conference Paper | LibreCat-ID: 11913 |
Tran Vu DH, Haeb-Umbach R. Blind speech separation employing directional statistics in an Expectation Maximization framework. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010). ; 2010:241-244. doi:10.1109/ICASSP.2010.5495994
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2010 | Journal Article | LibreCat-ID: 11892 |
Schmalenstroeer J, Haeb-Umbach R. Online Diarization of Streaming Audio-Visual Data for Smart Environments. IEEE Journal of Selected Topics in Signal Processing. 2010;4(5):845-856. doi:10.1109/JSTSP.2010.2050519
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2009 | Conference Paper | LibreCat-ID: 11723 |
Bevermeier M, Peschke S, Haeb-Umbach R. Robust vehicle localization based on multi-level sensor fusion and online parameter estimation. In: 6th Workshop on Positioning Navigation and Communication (WPNC 2009). ; 2009:235-242. doi:10.1109/WPNC.2009.4907833
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2009 | Conference Paper | LibreCat-ID: 11724 |
Bevermeier M, Peschke S, Haeb-Umbach R. Joint Parameter Estimation and Tracking in a Multi-Stage Kalman Filter for Vehicle Positioning. In: IEEE 69th Vehicular Technology Conference (VTC 2009 Spring). ; 2009:1-5. doi:10.1109/VETECS.2009.5073634
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2009 | Conference Paper | LibreCat-ID: 11725 |
Bevermeier M, Peschke S, Haeb-Umbach R. Eine Plattform fuer Mehrwertdienste im Bereich Logistik - Drahtlose Fahrzeug- und Laderaumueberwachung fuer LKW mit Hilfe einer Maut-On-Board Unit. In: DGON Navigationskonvent 2009. ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11847 |
Krueger A, Haeb-Umbach R. Model based feature enhancement for automatic speech recognition in reverberant environments. In: Interspeech 2009. ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11859 |
Leutnant V, Haeb-Umbach R. On the Estimation and Use of Feature Reliability Information for Noise Robust Speech Recognition. In: International Conference on Acoustics (NAG/DAGA 2009). ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11860 |
Leutnant V, Haeb-Umbach R. An analytic derivation of a phase-sensitive observation model for noise robust speech recognition. In: Interspeech 2009. ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11881 |
Peschke S, Bevermeier M, Haeb-Umbach R. A GPS positioning approach exploiting GSM velocity estimates. In: 6th Workshop on Positioning Navigation and Communication (WPNC 2009). ; 2009:195-202. doi:10.1109/WPNC.2009.4907827
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2009 | Conference Paper | LibreCat-ID: 11882 |
Peschke S, Bevermeier M, Haeb-Umbach R. Verbesserung von GPS-basierter Ortung durch GSM-Geschwindigkeitsschaetzungen. In: DGON Navigationskonvent 2009. ; 2009.
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2009 | Journal Article | LibreCat-ID: 11937 |
Windmann S, Haeb-Umbach R. Approaches to Iterative Speech Feature Enhancement and Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2009;17(5):974-984. doi:10.1109/TASL.2009.2014894
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2009 | Journal Article | LibreCat-ID: 11938 |
Windmann S, Haeb-Umbach R. Parameter Estimation of a State-Space Model of Noise for Robust Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2009;17(8):1577-1590. doi:10.1109/TASL.2009.2023172
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2009 | Conference Paper | LibreCat-ID: 11900 |
Schmalenstroeer J, Leutnant V, Haeb-Umbach R. Audio-Visual Data Processing for Ambient Communication. In: 1st International Workshop on Distributed Computing in Ambient Environments within 32nd Annual Conference on Artificial Intelligence. ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11806 |
Hennecke M, Ploetz T, Fink GA, Schmalenstroeer J, Haeb-Umbach R. A hierarchical approach to unsupervised shape calibration of microphone array networks. In: IEEE/SP 15th Workshop on Statistical Signal Processing (SSP 2009). ; 2009:257-260. doi:10.1109/SSP.2009.5278589
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2009 | Conference Paper | LibreCat-ID: 11899 |
Schmalenstroeer J, Kelling M, Leutnant V, Haeb-Umbach R. Fusing Audio and Video Information for Online Speaker Diarization. In: Interspeech 2009. ; 2009.
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2008 | Journal Article | LibreCat-ID: 11776 |
Haeb-Umbach R. Uncertainty Decoding in Automatic Speech Recognition. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-7.
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2008 | Book Chapter | LibreCat-ID: 11789 |
Haeb-Umbach R, Ion V. Error Concealement. In: Lindenberg B, Tan Z-H, eds. Automatic Speech Recognition on Mobile Devices and over Communication Networks. Vol Advances in Computer Vision and Pattern Recognition. Advances in Pattern Recognition. Springer; 2008:187-210.
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2008 | Journal Article | LibreCat-ID: 11820 |
Ion V, Haeb-Umbach R. A Novel Uncertainty Decoding Rule With Applications to Transmission Error Robust Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2008;16(5):1047-1060. doi:10.1109/TASL.2008.925879
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2008 | Journal Article | LibreCat-ID: 11821 |
Ion V, Haeb-Umbach R. Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
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2008 | Conference Paper | LibreCat-ID: 11851 |
Krueger A, Warsitz E, Haeb-Umbach R. Blinde Akustische Strahlformung fuer Anwendungen im KFZ. In: 34. Deutsche Jahrestagung Fuer Akustik (DAGA 2008). ; 2008.
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2008 | Journal Article | LibreCat-ID: 11914 |
Tran Vu DH, Haeb-Umbach R. Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
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2008 | Conference Paper | LibreCat-ID: 11915 |
Tran Vu DH, Krueger A, Haeb-Umbach R. Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration. In: International Workshop on Acoustic Echo and Noise Control (IWAENC 2008). ; 2008.
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2008 | Conference Paper | LibreCat-ID: 11935 |
Warsitz E, Krueger A, Haeb-Umbach R. Speech enhancement with a new generalized eigenvector blocking matrix for application in a generalized sidelobe canceller. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008). ; 2008:73-76. doi:10.1109/ICASSP.2008.4517549
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2008 | Conference Paper | LibreCat-ID: 11939 |
Windmann S, Haeb-Umbach R. Modeling the dynamics of speech and noise for speech feature enhancement in ASR. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008). ; 2008:4409-4412. doi:10.1109/ICASSP.2008.4518633
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2008 | Journal Article | LibreCat-ID: 11940 |
Windmann S, Haeb-Umbach R. A novel approach to noise estimation in model-based speech feature enhancement. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
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2008 | Journal Article | LibreCat-ID: 11944 |
Windmann S, Haeb-Umbach R, Leutnant V. A segmental HMM based on a modified emission probability. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
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2007 | Conference Paper | LibreCat-ID: 11720 |
Bevermeier M, Ebel T, Haeb-Umbach R. Channel Estimation by Exploiting Sublayer Information in OFDM Systems. In: Multi-Carrier Spread Spectrum 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11722 |
Bevermeier M, Haeb-Umbach R. Combined Time and Frequency Domain OFDM Channel Estimation. In: Multi-Carrier Spread Spectrum 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11785 |
Haeb-Umbach R, Bevermeier M. OFDM Channel Estimation Based on Combined Estimation in Time and Frequency Domain. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007). Vol 3. ; 2007:III-277-III-280. doi:10.1109/ICASSP.2007.366526
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2007 | Journal Article | LibreCat-ID: 11799 |
Haeb-Umbach R, Peschke S. A Novel Similarity Measure for Positioning Cellular Phones by a Comparison With a Database of Signal Power Levels. IEEE Transactions on Vehicular Technology. 2007;56(1):368-372. doi:10.1109/TVT.2006.889563
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2007 | Conference Paper | LibreCat-ID: 11822 |
Ion V, Haeb-Umbach R. Multi-Resolution Soft Features for Channel-Robust Distributed Speech Recognition. In: Interspeech 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11883 |
Peschke S, Haeb-Umbach R. Velocity Estimation of Mobile Terminals by Exploiting GSM Downlink Signalling. In: 4th Workshop on Positioning Navigation and Communication (WPNC 2007). ; 2007:217-222. doi:10.1109/WPNC.2007.353637
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2007 | Journal Article | LibreCat-ID: 11927 |
Warsitz E, Haeb-Umbach R. Blind Acoustic Beamforming Based on Generalized Eigenvalue Decomposition. IEEE Transactions on Audio, Speech, and Language Processing. 2007;15(5):1529-1539. doi:10.1109/TASL.2007.898454
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2007 | Conference Paper | LibreCat-ID: 11934 |
Warsitz E, Haeb-Umbach R, Tran Vu DH. Blind Adaptive Principal Eigenvector Beamforming for Acoustical Source Separation. In: Interspeech 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11941 |
Windmann S, Haeb-Umbach R. An Approach to Iterative Speech Feature Enhancement and Recognition. In: Interspeech 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11893 |
Schmalenstroeer J, Haeb-Umbach R. Joint Speaker Segmentation, Localization and Identification for Streaming Audio. In: Interspeech 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11901 |
Schmalenstroeer J, Leutnant V, Haeb-Umbach R. Amigo Context Management Service with Applications in Ambient Communication Scenarios. In: AMI-07 - European Conference on Ambient Intelligence. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11933 |
Warsitz E, Haeb-Umbach R, Schmalenstroeer J. Zweistufige Sprache/Pause-Detektion in stark gestoerter Umgebung. In: 33. Deutsche Jahrestagung Fuer Akustik (DAGA 2007). ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11902 |
Schmalenstroeer J, Warsitz E, Haeb-Umbach R. Projekt Amigo - Sprachsignalverarbeitung im vernetzten Haus. In: 33. Deutsche Jahrestagung Fuer Akustik (DAGA 2007). ; 2007.
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2006 | Conference Paper | LibreCat-ID: 11823 |
Ion V, Haeb-Umbach R. Comparison of Decoder-based Transmission Error Compensation Techniques for Distributed Speech Recognition. In: 7. ITG-Fachtagung Sprachkommunikation. ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11824 |
Ion V, Haeb-Umbach R. An Inexpensive Packet Loss Compensation Scheme for Distributed Speech Recognition Based on Soft-Features. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006). Vol 1. ; 2006:I. doi:10.1109/ICASSP.2006.1659984
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2006 | Journal Article | LibreCat-ID: 11825 |
Ion V, Haeb-Umbach R. Uncertainty decoding for distributed speech recognition over error-prone networks. Speech Communication. 2006;48(11):1435-1446. doi:10.1016/j.specom.2006.03.007
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2006 | Conference Paper | LibreCat-ID: 11826 |
Ion V, Haeb-Umbach R. Improved Source Modeling and Predictive Classification for Channel Robust Speech Recognition. In: Interspeech 2006. ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11884 |
Peschke S, Haeb-Umbach R. A Probabilistic Similarity Measure and a Non-Linear Post-Filter for Mobile Phone Positioning using GSM Signal Power Measurements. In: European Navigation Conference \& Exhibition (ENC 2006). ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11885 |
Peschke S, Haeb-Umbach R. Particle Filtering of Database assisted Positioning Estimates using a novel Similarity Measure for GSM Signal Power Level Measurements. In: 3rd Workshop on Positioning Navigation and Communication (WPNC 2006). ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11928 |
Warsitz E, Haeb-Umbach R. Mehrkanalige Sprachsignalverarbeitung durch adaptives Eigenbeamforming fuer Freisprecheinrichtungen im Kraftfahrzeug. In: 32. Deutsche Jahrestagung Fuer Akustik (DAGA 2006). ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11929 |
Warsitz E, Haeb-Umbach R. Controlling Speech Distortion in Adaptive Frequency-Domain Principal Eigenvector Beamforming. In: International Workshop on Acoustic Echo and Noise Control (IWAENC 2006). ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11942 |
Windmann S, Haeb-Umbach R. Einkanalige Sprachsignalverbesserung mit Hilfe eines marginalisierten Partikelfilters. In: 7. ITG-Fachtagung Sprachkommunikation. ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11943 |
Windmann S, Haeb-Umbach R. Iterative Speech Enhancement using a Non-Linear Dynamic State Model of Speech and its Parameters. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006). Vol 1. ; 2006:I. doi:10.1109/ICASSP.2006.1660058
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2006 | Conference Paper | LibreCat-ID: 11894 |
Schmalenstroeer J, Haeb-Umbach R. Online Speaker Change Detection by Combining BIC with Microphone Array Beamforming. In: Interspeech 2006. ; 2006.
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2005 | Conference Paper | LibreCat-ID: 11803 |
Haeb-Umbach R, Warsitz E. Adaptive Filter-and-Sum Beamforming in Spatially Correlated Noise. In: International Workshop on Acoustic Echo and Noise Control (IWAENC 2005). ; 2005.
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2005 | Conference Paper | LibreCat-ID: 11827 |
Ion V, Haeb-Umbach R. A Unified Probabilistic Approach to Error Concealment for Distributed Speech Recognition. In: Interspeech 2005. ; 2005.
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2005 | Conference Paper | LibreCat-ID: 11828 |
Ion V, Haeb-Umbach R. A Comparison of Soft-Feature Distributed Speech Recognition with Candidate Codecs for Speech Enabled Mobile Services. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005). Vol 1. ; 2005:333-336. doi:10.1109/ICASSP.2005.1415118
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2005 | Conference Paper | LibreCat-ID: 11930 |
Warsitz E, Haeb-Umbach R. Acoustic filter-and-sum beamforming by adaptive principal component analysis. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005). Vol 4. ; 2005:iv/797-iv/800 Vol. 4. doi:10.1109/ICASSP.2005.1416129
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2005 | Conference Paper | LibreCat-ID: 11802 |
Haeb-Umbach R, Schmalenstroeer J. Speech Processing in the Networked Home Environment - A View on the Amigo Project. In: Interspeech 2005. ; 2005.
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2005 | Conference Paper | LibreCat-ID: 11801 |
Haeb-Umbach R, Schmalenstroeer J. A Comparison of Particle Filtering Variants for Speech Feature Enhancement. In: Interspeech 2005. ; 2005.
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2004 | Journal Article | LibreCat-ID: 11732 |
Bischoff R, Haeb-Umbach R, Nammi SR. Multipath-Resistant Time of Arrival Estimation for Satellite Positioning. AEUe, Int Journal on Electronics and Communications. 2004;58(1).
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2004 | Conference Paper | LibreCat-ID: 11790 |
Haeb-Umbach R, Ion V. Soft Features for Improved Distributed Speech Recognition over Wireless Networks. In: International Conference on Spoken Language Processing (ICSLP 2004). ; 2004.
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2004 | Conference Paper | LibreCat-ID: 11931 |
Warsitz E, Haeb-Umbach R. Robust speaker direction estimation with particle filtering. In: IEEE Workshop on Multimedia Signal Processing (MMSP 2004). ; 2004:367-370. doi:10.1109/MMSP.2004.1436569
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2004 | Conference Paper | LibreCat-ID: 11932 |
Warsitz E, Haeb-Umbach R, Peschke S. Adaptive Beamforming Combined with Particle Filtering for Acoustic Source Localization. In: International Conference on Spoken Language Processing (ICSLP 2004). ; 2004.
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2003 | Journal Article | LibreCat-ID: 11777 |
Haeb-Umbach R. Auf ein Wort - Moeglichkeiten und Grenzen der automatischen Spracherkennung. Forschungsforum Paderborn. 2003:68-71.
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2002 | Journal Article | LibreCat-ID: 11727 |
Beyerlein P, Aubert X, Haeb-Umbach R, et al. Large Vocabulary Continuous Speech Recognition of Broadcast News - The Philips/RWTH Approach. Speech Communication. 2002;(37):109-131.
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2002 | Conference Paper | LibreCat-ID: 11731 |
Bischoff R, Haeb-Umbach R, Heinrichs G. A Joint Time Multiplex Receiver for UMTS and Galileo. In: ION-GPS 2002. ; 2002.
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2002 | Conference Paper | LibreCat-ID: 11733 |
Bischoff R, Haeb-Umbach R, Schulz W, Heinrichs G. Employment of a multipath receiver structure in a combined GALILEO/UMTS receiver. In: IEEE 55th Vehicular Technology Conference (VTC 2002 Spring). Vol 4. ; 2002:1844-1848 vol.4. doi:10.1109/VTC.2002.1002940
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2002 | Conference Paper | LibreCat-ID: 11808 |
Hesse T, Bischoff R, Schulz W, Haeb-Umbach R. Estimation of Bias Location Error due to Absence of the LOS-Signal in a UMTS-System. In: International Symposium on Location Based Services for Cellular Users (LOCELLUS 2002). ; 2002.
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2001 | Conference Paper | LibreCat-ID: 11734 |
Bischoff R, Haeb-Umbach R, Schulz W, Heinrichs G. Implementation of a Rake Receiver Architecture into a Galileo Receiver. In: 1st ESA Workshop on Satellite Navigation User Equipment Technology (Navitec 2001). ; 2001.
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2001 | Journal Article | LibreCat-ID: 11778 |
Haeb-Umbach R. Automatic generation of phonetic regression class trees for MLLR adaptation. IEEE Transactions on Speech and Audio Processing. 2001;9(3):299-302. doi:10.1109/89.906003
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2001 | Journal Article | LibreCat-ID: 11870 |
Loog M, Duin RPW, Haeb-Umbach R. Multiclass linear dimension reduction by weighted pairwise Fisher criteria. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2001;23(7):762-766. doi:10.1109/34.935849
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2000 | Conference Paper | LibreCat-ID: 11758 |
Duin RPW, Loog M, Haeb-Umbach R. Multi-class Linear Feature Extraction by Nonlinear PCA. In: International Conference on Pattern Recognition (ICPR 2000). ; 2000.
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2000 | Conference Paper | LibreCat-ID: 11779 |
Haeb-Umbach R. Data-driven Phonetic Regression Class Tree Estimation for MLLR Adaptation. In: International Conference on Spoken Language Processing (ICSLP 2000). ; 2000.
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2000 | Conference Paper | LibreCat-ID: 11869 |
Lieb M, Haeb-Umbach R. LDA derived cepstral trajectory filters in adverse environmental conditions. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2000). Vol 2. ; 2000:II1105-II1108 vol.2. doi:10.1109/ICASSP.2000.859157
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2000 | Conference Paper | LibreCat-ID: 11871 |
Loog M, Haeb-Umbach R. Multi-class Linear Dimension Reduction by Generalized Fisher Criteria. In: International Conference on Spoken Language Processing (ICSLP 2000). ; 2000.
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1999 | Conference Paper | LibreCat-ID: 11728 |
Beyerlein P, Aubert XL, Haeb-Umbach R, et al. The Philips/RWTH system for transcription of broadcast news. In: Eurospeech. ; 1999.
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1999 | Conference Paper | LibreCat-ID: 11729 |
Beyerlein P, Aubert XL, Haeb-Umbach R, et al. The Philips/RWTH System for Transcription of Broadcast News. In: Broadcast News Transcription and Understanding Workshop, Washington. ; 1999.
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1999 | Conference Paper | LibreCat-ID: 11780 |
Haeb-Umbach R. Investigations on inter-speaker variability in the feature space. In: ICASSP99 Phoenix, AZ. ; 1999.
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1999 | Conference Paper | LibreCat-ID: 11791 |
Haeb-Umbach R, Loog M. An Investigation of Cepstral Parameterisations for Large Vocabulary Speech Recognition. In: Eurospeech. ; 1999.
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1999 | Conference Paper | LibreCat-ID: 11805 |
Harris MJ, Aubert XL, Haeb-Umbach R, Beyerlein P. A study of broadcast news audio stream segmentation and segment clustering. In: Eurospeech. ; 1999.
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1998 | Conference Paper | LibreCat-ID: 11730 |
Beyerlein P, Aubert XL, Haeb-Umbach R, et al. Automatic Transcription of English Broadcast News. In: DARPA Broadcast News Transcription and Understanding Workshop, Landsdowne. ; 1998.
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1998 | Conference Paper | LibreCat-ID: 11784 |
Haeb-Umbach R, Aubert XL, Beyerlein P, et al. Acoustic Modeling in the Philips Hub-4 Continuous-Speech Recognition System. In: DARPA Broadcast News Transcription and Understanding Workshop, Landsdowne. ; 1998.
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1998 | Conference Paper | LibreCat-ID: 11842 |
Klakow D, Aubert XL, Haeb-Umbach R, et al. Language-Model Investigations related to Broadcast News. In: DARPA Broadcast News Transcription and Understanding Workshop, Landsdowne. ; 1998.
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1998 | Conference Paper | LibreCat-ID: 11936 |
Welling L, Haeb-Umbach R, Aubert X, Haberland N. A Study on Speaker Normalization Using Vocal Tract Normalization and Speaker Adaptive Training. In: ICASSP 1998, Seattle. ; 1998.
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1997 | Conference Paper | LibreCat-ID: 11750 |
Dolfing JGA, Haeb-Umbach R. Signal Representations for Hidden Markov Model Based On-Line Handwriting Recognition. In: ICASSP, Munich. ; 1997.
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1997 | Journal Article | LibreCat-ID: 11766
Gamm S, Haeb-Umbach R, Langmann D. The development of a command-based speech interface for a telephone answering machine. Speech Communication. 1997.
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1997 | Conference Paper | LibreCat-ID: 11781 |
Haeb-Umbach R. Robust Speech Recognition for Wireless Networks and Mobile Telephony. In: Eurospeech. ; 1997.
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1997 | Conference Paper | LibreCat-ID: 11819 |
Hoege H, Tropf HS, Winsky R, van den Heuvel H, Haeb-Umbach R, Choukri K. European Speech Databases for Telephone Applications. In: ICASSP, Munich. ; 1997.
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1997 | Conference Paper | LibreCat-ID: 11852 |
Langmann D, Fischer A, Wuppermann F, Haeb-Umbach R, Eisele T. Acoustic Front Ends for Speaker-Independent Digit Recognition in Car Environments. In: Eurospeech. ; 1997.
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1997 | Conference Paper | LibreCat-ID: 11855
Langmann D, Wuppermann F, Haeb-Umbach R, Fischer A, Eisele T. Investigation of Acoustic Front Ends for Speaker-Independent Speech Recognition in the Car. In: Aachener Kolloquium on Signal Theory. ; 1997.
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1996 | Conference Paper | LibreCat-ID: 11761 |
Eisele T, Haeb-Umbach R, Langmann D. A Comparative Study of Linear Feature Transformation Techniques for Automatic Speech Recognition. In: ICSLP , Philadelphia. ; 1996.
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1996 | Conference Paper | LibreCat-ID: 11767 |
Gamm S, Haeb-Umbach R, Langmann D. Findings with the Design of a Command-Based Speech Interface for a Voice Mail System. In: IEEE Workshop on Interactive Voice Technology for Telecommunications Applications. ; 1996.
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1996 | Conference Paper | LibreCat-ID: 11853 |
Langmann D, Haeb-Umbach R. FRESCO: The French Telephone Speech Data Collection - Part of the European SpeechDat(M) Project. In: ICSLP, Philadelphia. ; 1996.
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1996 | Conference Paper | LibreCat-ID: 11854
Langmann D, Haeb-Umbach R, Eisele T. Robust Rejection Modeling for a Small-Vocabulary Application. In: ITG Fachtagung Sprachkommunikation, Frankfurt. ; 1996.
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1995 | Conference Paper | LibreCat-ID: 11757 |
Dugast C, Beyerlein P, Haeb-Umbach R. Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition. In: ICASSP, Detroit. ; 1995.
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1995 | Journal Article | LibreCat-ID: 11764
Gamm S, Haeb-Umbach R. User interface design of voice controlled consumer electronics. Philips Journal of Research. 1995.
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1995 | Conference Paper | LibreCat-ID: 11765
Gamm S, Haeb-Umbach R. Human Factors of a Voice-Controlled Car Stereo. In: Eurospeech, Madrid. ; 1995.
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1995 | Conference Paper | LibreCat-ID: 11768
Gamm S, Haeb-Umbach R, Langmann D. The Usability Engineering of a Voice-Controlled Answering Machine. In: International Symposium on Human Factors in Telecommunications, Melbourne. ; 1995.
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1995 | Journal Article | LibreCat-ID: 11786
Haeb-Umbach R, Beyerlein P, Geller D. Speech recognition algorithms for voice control interfaces. Philips Journal of Research. 1995.
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1995 | Conference Paper | LibreCat-ID: 11787 |
Haeb-Umbach R, Beyerlein P, Thelen E. Automatic Transcription of Unknown Words in a Speech Recognition System. In: ICASSP, Detroit. ; 1995.
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1995 | Journal Article | LibreCat-ID: 11905
Steinbiss V, Ney HJ, Aubert XL, et al. The Philips Research system for continuous-speech dictation. Philips Journal of Research. 1995.
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1995 | Journal Article | LibreCat-ID: 11948
Steinbiss V, Ney HJ, Essen U, et al. Continuous speech dictation - From theory to practice. Speech Communication. 1995.
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1994 | Journal Article | LibreCat-ID: 11796
Haeb-Umbach R, Ney H. Improvements in beam search for 10000-word continuous-speech recognition. IEEE Transactions on Speech and Audio Processing. 1994.
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1994 | Conference Paper | LibreCat-ID: 11878
Ney H, Steinbeiss V, Aubert XL, Haeb-Umbach R. Progress in Large-Vocabulary, Continuous Speech Recognition. In: Artifical Intelligence, Progress and Prospects of Speech Research and Technology, Munich. ; 1994.
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318 Publications
2024 | Conference Paper | LibreCat-ID: 57031 |
Gburrek T, Meise A, Schmalenstroeer J, Haeb-Umbach R. Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models. In: 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE; 2024. doi:10.1109/iwaenc61483.2024.10694103
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2024 | Report | LibreCat-ID: 57161
Werning A, Haeb-Umbach R. UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation.; 2024.
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2024 | Conference Paper | LibreCat-ID: 57160
Werning A, Haeb-Umbach R. Target-Specific Dataset Pruning for Compression of Audio Tagging Models. In: 32nd European Signal Processing Conference (EUSIPCO 2024). ; 2024.
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| Files available
2024 | Conference Paper | LibreCat-ID: 57099
Xie Y, Kuhlmann M, Rautenberg F, Tan Z-H, Häb-Umbach R. Speaker and Style Disentanglement of Speech Based on Contrastive Predictive Coding Supported Factorized Variational Autoencoder. In: 2024 32nd European Signal Processing Conference (EUSIPCO). ; 2024:436–440.
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2024 | Conference Paper | LibreCat-ID: 56004 |
von Neumann T, Boeddeker C, Cord-Landwehr T, Delcroix M, Haeb-Umbach R. Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization. In: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW). IEEE; 2024. doi:10.1109/icasspw62465.2024.10625894
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2024 | Journal Article | LibreCat-ID: 52958 |
Boeddeker C, Subramanian AS, Wichern G, Haeb-Umbach R, Le Roux J. TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 2024;32:1185-1197. doi:10.1109/taslp.2024.3350887
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2024 | Conference Paper | LibreCat-ID: 53659
Cord-Landwehr T, Boeddeker C, Zorilă C, Doddipatla R, Haeb-Umbach R. Geodesic Interpolation of Frame-Wise Speaker Embeddings for the Diarization of Meeting Scenarios. In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2024. doi:10.1109/icassp48485.2024.10445911
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| DOI
2024 | Preprint | LibreCat-ID: 57085 |
Cord-Landwehr T, Boeddeker C, Haeb-Umbach R. Simultaneous Diarization and Separation of Meetings through the Integration of Statistical Mixture Models. Published online 2024.
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2024 | Conference Paper | LibreCat-ID: 56272 |
Boeddeker C, Cord-Landwehr T, Haeb-Umbach R. Once more Diarization: Improving meeting transcription systems through segment-level speaker reassignment. In: Interspeech 2024. ISCA; 2024. doi:10.21437/interspeech.2024-1286
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2024 | Conference Paper | LibreCat-ID: 57659 |
Vieting P, Berger S, von Neumann T, Boeddeker C, Schlüter R, Haeb-Umbach R. Combining TF-GridNet and Mixture Encoder for Continuous Speech Separation for Meeting Transcription. In: 2024 IEEE Spoken Language Technology Workshop (SLT). ; 2024.
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2023 | Conference Paper | LibreCat-ID: 48269 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. On the Integration of Sampling Rate Synchronization and Acoustic Beamforming. In: European Signal Processing Conference (EUSIPCO). ; 2023.
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2023 | Conference Paper | LibreCat-ID: 48270 |
Schmalenstroeer J, Gburrek T, Haeb-Umbach R. LibriWASN: A Data Set for Meeting Separation, Diarization, and Recognition with Asynchronous Recording Devices. In: ITG Conference on Speech Communication. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 48355 |
Rautenberg F, Kuhlmann M, Wiechmann J, Seebauer F, Wagner P, Haeb-Umbach R. On Feature Importance and Interpretability of Speaker Representations. In: ITG Conference on Speech Communication. ; 2023.
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| arXiv
2023 | Conference Paper | LibreCat-ID: 48410 |
Wiechmann J, Rautenberg F, Wagner P, Haeb-Umbach R. Explaining voice characteristics to novice voice practitioners-How successful is it? In: 20th International Congress of the Phonetic Sciences (ICPhS) . ; 2023.
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2023 | Conference Paper | LibreCat-ID: 46069
Seebauer F, Kuhlmann M, Haeb-Umbach R, Wagner P. Re-examining the quality dimensions of synthetic speech. In: 12th Speech Synthesis Workshop (SSW) 2023. ; 2023.
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2023 | Journal Article | LibreCat-ID: 35602 |
von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 2023;31:576-589. doi:10.1109/taslp.2022.3228629
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2023 | Conference Paper | LibreCat-ID: 49109 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks. In: Proc. Asilomar Conference on Signals, Systems, and Computers. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 44849 |
Rautenberg F, Kuhlmann M, Ebbers J, et al. Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics. In: Fortschritte Der Akustik - DAGA 2023. ; 2023:1409-1412.
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2023 | Conference Paper | LibreCat-ID: 49111
Ebbers J, Haeb-Umbach R, Serizel R. Post-Processing Independent Evaluation of Sound Event Detection Systems. In: Proceedings of the 8th Detection and Classification of Acoustic Scenes and Events 2023 Workshop (DCASE2023). ; 2023:36–40.
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2023 | Conference Paper | LibreCat-ID: 57098
Seebauer F, Kuhlmann M, Häb-Umbach R, Wagner P. DISCERNING DIMENSIONS OF QUALITY FOR STATE OF THE ART SYNTHETIC SPEECH. In: Proceedings of the 20th International Congress of Phonetic Sciences. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 57086
Kuhlmann M, Meise A, Seebauer F, Wagner P, Häb-Umbach R. Investigating Speaker Embedding Disentanglement on Natural Read Speech. In: Speech Communication; 15th ITG Conference. ; 2023:121–125.
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2023 | Conference Paper | LibreCat-ID: 48281 |
von Neumann T, Boeddeker C, Kinoshita K, Delcroix M, Haeb-Umbach R. On Word Error Rate Definitions and Their Efficient Computation for Multi-Speaker Speech Recognition Systems. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2023. doi:10.1109/icassp49357.2023.10094784
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2023 | Conference Paper | LibreCat-ID: 48275 |
von Neumann T, Boeddeker C, Delcroix M, Haeb-Umbach R. MeetEval: A Toolkit for Computation of Word Error Rates for Meeting Transcription Systems. In: Proc. CHiME 2023 Workshop on Speech Processing in Everyday Environments. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 47128 |
Cord-Landwehr T, Boeddeker C, Zorilă C, Doddipatla R, Haeb-Umbach R. Frame-Wise and Overlap-Robust Speaker Embeddings for Meeting Diarization. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2023. doi:10.1109/icassp49357.2023.10095370
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| Files available
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2023 | Conference Paper | LibreCat-ID: 47129 |
Cord-Landwehr T, Boeddeker C, Zorilă C, Doddipatla R, Haeb-Umbach R. A Teacher-Student Approach for Extracting Informative Speaker Embeddings From Speech Mixtures. In: INTERSPEECH 2023. ISCA; 2023. doi:10.21437/interspeech.2023-1379
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| Files available
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2023 | Conference Paper | LibreCat-ID: 54439 |
Boeddeker C, Cord-Landwehr T, von Neumann T, Haeb-Umbach R. Multi-stage diarization refinement for the CHiME-7 DASR scenario. In: 7th International Workshop on Speech Processing in Everyday Environments (CHiME 2023). ISCA; 2023. doi:10.21437/chime.2023-10
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2023 | Conference Paper | LibreCat-ID: 48390 |
Berger S, Vieting P, Boeddeker C, Schlüter R, Haeb-Umbach R. Mixture Encoder for Joint Speech Separation and Recognition. In: INTERSPEECH 2023. ISCA; 2023. doi:10.21437/interspeech.2023-1815
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2022 | Conference Paper | LibreCat-ID: 33471
Heitkämper J, Schmalenstroeer J, Haeb-Umbach R. Neural Network Based Carrier Frequency Offset Estimation From Speech Transmitted Over High Frequency Channels. In: Proceedings of the 30th European Signal Processing Conference (EUSIPCO).
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| Files available
2022 | Conference Paper | LibreCat-ID: 33847 |
Cord-Landwehr T, von Neumann T, Boeddeker C, Haeb-Umbach R. MMS-MSG: A Multi-purpose Multi-Speaker Mixture Signal Generator. In: 2022 International Workshop on Acoustic Signal Enhancement (IWAENC). ; 2022.
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| Files available
| arXiv
2022 | Conference Paper | LibreCat-ID: 33807 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. On Synchronization of Wireless Acoustic Sensor Networks in the Presence of Time-Varying Sampling Rate Offsets and Speaker Changes. In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2022. doi:10.1109/icassp43922.2022.9746284
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2022 | Journal Article | LibreCat-ID: 33451 |
Grimm C, Fei T, Warsitz E, Farhoud R, Breddermann T, Haeb-Umbach R. Warping of Radar Data Into Camera Image for Cross-Modal Supervision in Automotive Applications. IEEE Transactions on Vehicular Technology. 2022;71(9):9435-9449. doi:10.1109/TVT.2022.3182411
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2022 | Conference Paper | LibreCat-ID: 33696 |
Wiechmann J, Glarner T, Rautenberg F, Wagner P, Haeb-Umbach R. Technically enabled explaining of voice characteristics. In: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P). ; 2022.
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| Files available
2022 | Conference Paper | LibreCat-ID: 33857 |
Kuhlmann M, Seebauer F, Ebbers J, Wagner P, Haeb-Umbach R. Investigation into Target Speaking Rate Adaptation for Voice Conversion. In: Interspeech 2022. ISCA; 2022. doi:10.21437/interspeech.2022-10740
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2022 | Conference Paper | LibreCat-ID: 33808 |
Gburrek T, Schmalenstroeer J, Heitkaemper J, Haeb-Umbach R. Informed vs. Blind Beamforming in Ad-Hoc Acoustic Sensor Networks for Meeting Transcription. In: 2022 International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE; 2022. doi:10.1109/IWAENC53105.2022.9914772
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| Files available
| DOI
2022 | Conference Paper | LibreCat-ID: 34072 |
Ebbers J, Haeb-Umbach R, Serizel R. Threshold Independent Evaluation of Sound Event Detection Scores. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2022.
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| Files available
2022 | Report | LibreCat-ID: 49113
Ebbers J, Haeb-Umbach R. Pre-Training And Self-Training For Sound Event Detection In Domestic Environments.; 2022.
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| Files available
2022 | Conference Paper | LibreCat-ID: 33848 |
Cord-Landwehr T, Boeddeker C, von Neumann T, Zorila C, Doddipatla R, Haeb-Umbach R. Monaural source separation: From anechoic to reverberant environments. In: 2022 International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE; 2022.
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| Files available
| arXiv
2022 | Conference Paper | LibreCat-ID: 33819 |
von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. SA-SDR: A Novel Loss Function for Separation of Meeting Style Data. In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2022. doi:10.1109/icassp43922.2022.9746757
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| Files available
| DOI
2022 | Misc | LibreCat-ID: 33816 |
Gburrek T, Boeddeker C, von Neumann T, Cord-Landwehr T, Schmalenstroeer J, Haeb-Umbach R. A Meeting Transcription System for an Ad-Hoc Acoustic Sensor Network. arXiv; 2022. doi:10.48550/ARXIV.2205.00944
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| Files available
| DOI
2022 | Conference Paper | LibreCat-ID: 33954 |
Boeddeker C, Cord-Landwehr T, von Neumann T, Haeb-Umbach R. An Initialization Scheme for Meeting Separation with Spatial Mixture Models. In: Interspeech 2022. ISCA; 2022. doi:10.21437/interspeech.2022-10929
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2022 | Conference Paper | LibreCat-ID: 33958
Kinoshita K, von Neumann T, Delcroix M, Boeddeker C, Haeb-Umbach R. Utterance-by-utterance overlap-aware neural diarization with Graph-PIT. In: Proc. Interspeech 2022. ISCA; 2022:1486-1490. doi:10.21437/Interspeech.2022-11408
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2021 | Journal Article | LibreCat-ID: 21065 |
Haeb-Umbach R, Heymann J, Drude L, Watanabe S, Delcroix M, Nakatani T. Far-Field Automatic Speech Recognition. Proceedings of the IEEE. 2021;109(2):124-148. doi:10.1109/JPROC.2020.3018668
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2021 | Conference Paper | LibreCat-ID: 28256
Zhang W, Boeddeker C, Watanabe S, et al. End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2021. doi:10.1109/icassp39728.2021.9414464
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| DOI
2021 | Conference Paper | LibreCat-ID: 24000
Heitkaemper J, Schmalenstroeer J, Ion V, Haeb-Umbach R. A Database for Research on Detection and Enhancement of Speech Transmitted over HF links. In: Speech Communication; 14th ITG-Symposium. ; 2021:1-5.
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2021 | Conference Paper | LibreCat-ID: 44843 |
Boeddeker C, Rautenberg F, Haeb-Umbach R. A Comparison and Combination of Unsupervised Blind Source Separation Techniques. In: ITG Conference on Speech Communication. ; 2021.
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| arXiv
2021 | Conference Paper | LibreCat-ID: 28259 |
Boeddeker C, Zhang W, Nakatani T, et al. Convolutive Transfer Function Invariant SDR Training Criteria for Multi-Channel Reverberant Speech Separation. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2021. doi:10.1109/icassp39728.2021.9414661
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| Files available
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2021 | Conference Paper | LibreCat-ID: 23998 |
Schmalenstroeer J, Heitkaemper J, Ullmann J, Haeb-Umbach R. Open Range Pitch Tracking for Carrier Frequency Difference Estimation from HF Transmitted Speech. In: 29th European Signal Processing Conference (EUSIPCO). ; 2021:1-5.
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2021 | Journal Article | LibreCat-ID: 22528 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. Geometry calibration in wireless acoustic sensor networks utilizing DoA and distance information. EURASIP Journal on Audio, Speech, and Music Processing. Published online 2021. doi:10.1186/s13636-021-00210-x
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2021 | Conference Paper | LibreCat-ID: 23994 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. Iterative Geometry Calibration from Distance Estimates for Wireless Acoustic Sensor Networks. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2021. doi:10.1109/icassp39728.2021.9413831
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2021 | Conference Paper | LibreCat-ID: 23999 |
Gburrek T, Schmalenstroeer J, Haeb-Umbach R. On Source-Microphone Distance Estimation Using Convolutional Recurrent Neural Networks. In: Speech Communication; 14th ITG-Symposium. ; 2021:1-5.
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2021 | Conference Paper | LibreCat-ID: 29304 |
Ebbers J, Kuhlmann M, Cord-Landwehr T, Haeb-Umbach R. Contrastive Predictive Coding Supported Factorized Variational Autoencoder for Unsupervised Learning of Disentangled Speech Representations. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2021:3860–3864.
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2021 | Conference Paper | LibreCat-ID: 26770 |
von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers. In: Interspeech 2021. ; 2021. doi:10.21437/interspeech.2021-1177
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2021 | Conference Paper | LibreCat-ID: 29173 |
von Neumann T, Boeddeker C, Kinoshita K, Delcroix M, Haeb-Umbach R. Speeding Up Permutation Invariant Training for Source Separation. In: Speech Communication; 14th ITG Conference. ; 2021.
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2021 | Conference Paper | LibreCat-ID: 29308 |
Ebbers J, Haeb-Umbach R. Self-Trained Audio Tagging and Sound Event Detection in Domestic Environments. In: Proceedings of the 6th Detection and Classification of Acoustic Scenes and Events 2021 Workshop (DCASE2021). ; 2021:226–230.
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2021 | Conference Paper | LibreCat-ID: 29306 |
Ebbers J, Keyser MC, Haeb-Umbach R. Adapting Sound Recognition to A New Environment Via Self-Training. In: Proceedings of the 29th European Signal Processing Conference (EUSIPCO). ; 2021:1135–1139.
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2021 | Journal Article | LibreCat-ID: 24456 |
Rohlfing KJ, Cimiano P, Scharlau I, et al. Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems. IEEE Transactions on Cognitive and Developmental Systems. 2021;13(3):717-728. doi:10.1109/tcds.2020.3044366
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2020 | Conference Paper | LibreCat-ID: 17763 |
Haeb-Umbach R. Sprachtechnologien für Digitale Assistenten. In: Böck R, Siegert I, Wendemuth A, eds. Studientexte Zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2020. TUDpress, Dresden; 2020:227-234.
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2020 | Conference Paper | LibreCat-ID: 20700 |
Boeddeker C, Cord-Landwehr T, Heitkaemper J, et al. Towards a speaker diarization system for the CHiME 2020 dinner party transcription. In: Proc. CHiME 2020 Workshop on Speech Processing in Everyday Environments. ; 2020.
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2020 | Journal Article | LibreCat-ID: 17598 |
Nakatani T, Boeddeker C, Kinoshita K, Ikeshita R, Delcroix M, Haeb-Umbach R. Jointly optimal denoising, dereverberation, and source separation. IEEE/ACM Transactions on Audio, Speech, and Language Processing. Published online 2020:1-1. doi:10.1109/TASLP.2020.3013118
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2020 | Conference Paper | LibreCat-ID: 20504
Heitkaemper J, Jakobeit D, Boeddeker C, Drude L, Haeb-Umbach R. Demystifying TasNet: A Dissecting Approach. In: ICASSP 2020 Virtual Barcelona Spain. ; 2020.
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2020 | Conference Paper | LibreCat-ID: 20505
Heitkaemper J, Schmalenstroeer J, Haeb-Umbach R. Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments. In: INTERSPEECH 2020 Virtual Shanghai China. ; 2020.
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2020 | Conference Paper | LibreCat-ID: 20762 |
von Neumann T, Kinoshita K, Drude L, et al. End-to-End Training of Time Domain Audio Separation and Recognition. In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2020:7004-7008. doi:10.1109/ICASSP40776.2020.9053461
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2020 | Conference Paper | LibreCat-ID: 20764 |
von Neumann T, Boeddeker C, Drude L, et al. Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR. In: Proc. Interspeech 2020. ; 2020:3097-3101. doi:10.21437/Interspeech.2020-2519
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2020 | Conference Paper | LibreCat-ID: 18651 |
Gburrek T, Schmalenstroeer J, Brendel A, Kellermann W, Haeb-Umbach R. Deep Neural Network based Distance Estimation for Geometry Calibration in Acoustic Sensor Network. In: European Signal Processing Conference (EUSIPCO). ; 2020.
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2020 | Conference Paper | LibreCat-ID: 20766 |
Kinoshita K, von Neumann T, Delcroix M, Nakatani T, Haeb-Umbach R. Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation. In: Proc. Interspeech 2020. ; 2020:2652-2656. doi:10.21437/Interspeech.2020-2388
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2020 | Conference Paper | LibreCat-ID: 20753 |
Ebbers J, Haeb-Umbach R. Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-Supervised Sound Event Detection. In: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2020 Workshop (DCASE2020). ; 2020.
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2020 | Conference Paper | LibreCat-ID: 20695 |
Boeddeker C, Nakatani T, Kinoshita K, Haeb-Umbach R. Jointly Optimal Dereverberation and Beamforming. In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2020. doi:10.1109/icassp40776.2020.9054393
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2019 | Journal Article | LibreCat-ID: 17762
Haeb-Umbach R. Lektionen für Alexa \& Co?! forschung. 2019;44(1):12-15. doi:10.1002/fors.201970104
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2019 | Journal Article | LibreCat-ID: 19446 |
Drude L, Heitkaemper J, Boeddeker C, Haeb-Umbach R. SMS-WSJ: Database, performance measures, and baseline recipe for multi-channel source separation and recognition. ArXiv e-prints. 2019.
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2019 | Conference Paper | LibreCat-ID: 11965 |
Drude L, Heymann J, Haeb-Umbach R. Unsupervised training of neural mask-based beamforming. In: INTERSPEECH 2019, Graz, Austria. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 12874 |
Drude L, Hasenklever D, Haeb-Umbach R. Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation. In: ICASSP 2019, Brighton, UK. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 12875 |
Heymann J, Drude L, Haeb-Umbach R, Kinoshita K, Nakatani T. Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR. In: ICASSP 2019, Brighton, UK. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 12876 |
Kurz G, Gilitschenski I, Pfaff F, et al. Directional Statistics and Filtering Using libDirectional. In: Journal of Statistical Software 89(4). ; 2019.
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2019 | Journal Article | LibreCat-ID: 12890 |
Drude L, Haeb-Umbach R. Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. IEEE Journal of Selected Topics in Signal Processing. 2019. doi:10.1109/JSTSP.2019.2912565
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2019 | Conference Paper | LibreCat-ID: 15816 |
Zorila C, Boeddeker C, Doddipatla R, Haeb-Umbach R. An Investigation Into the Effectiveness of Enhancement in ASR Training and Test for Chime-5 Dinner Party Transcription. In: ASRU 2019, Sentosa, Singapore. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 14822 |
Heitkaemper J, Feher T, Freitag M, Haeb-Umbach R. A Study on Online Source Extraction in the Presence of Changing Speaker Positions. In: International Conference on Statistical Language and Speech Processing 2019, Ljubljana, Slovenia. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 14824 |
Martin-Donas JM, Heitkaemper J, Haeb-Umbach R, Gomez AM, Peinado AM. Multi-Channel Block-Online Source Extraction based on Utterance Adaptation. In: INTERSPEECH 2019, Graz, Austria. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 14826 |
Kanda N, Boeddeker C, Heitkaemper J, Fujita Y, Horiguchi S, Haeb-Umbach R. Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR. In: INTERSPEECH 2019, Graz, Austria. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 13271 |
von Neumann T, Kinoshita K, Delcroix M, Araki S, Nakatani T, Haeb-Umbach R. All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis. In: ICASSP 2019, Brighton, UK. ; 2019.
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2019 | Journal Article | LibreCat-ID: 15814 |
Haeb-Umbach R, Watanabe S, Nakatani T, et al. Speech Processing for Digital Home Assistance: Combining Signal Processing With Deep-Learning Techniques. IEEE Signal Processing Magazine. 2019;36(6):111-124. doi:10.1109/MSP.2019.2918706
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2019 | Journal Article | LibreCat-ID: 19450 |
Haeb-Umbach R. Lektionen für Alexa & Co?! DFG forschung 1/2019. Published online 2019:12-15. doi:10.1002/fors.201970104
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2019 | Conference Paper | LibreCat-ID: 15237 |
Gburrek T, Glarner T, Ebbers J, Haeb-Umbach R, Wagner P. Unsupervised Learning of a Disentangled Speech Representation for Voice Conversion. In: Proc. 10th ISCA Speech Synthesis Workshop. ; 2019:81-86. doi:10.21437/SSW.2019-15
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2019 | Conference Paper | LibreCat-ID: 15794 |
Ebbers J, Haeb-Umbach R. Convolutional Recurrent Neural Network and Data Augmentation for Audio Tagging with Noisy Labels and Minimal Supervision. In: DCASE2019 Workshop, New York, USA. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 15796 |
Ebbers J, Drude L, Haeb-Umbach R, Brendel A, Kellermann W. Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks. In: CAMSAP 2019, Guadeloupe, West Indies. ; 2019.
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2019 | Conference Paper | LibreCat-ID: 15792 |
Nelus A, Ebbers J, Haeb-Umbach R, Martin R. Privacy-preserving Variational Information Feature Extraction for Domestic Activity Monitoring Versus Speaker Identification. In: INTERSPEECH 2019, Graz, Austria. ; 2019.
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2018 | Conference Paper | LibreCat-ID: 11760 |
Ebbers J, Nelus A, Martin R, Haeb-Umbach R. Evaluation of Modulation-MFCC Features and DNN Classification for Acoustic Event Detection. In: DAGA 2018, München. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11835 |
Heymann J, Drude L, Haeb-Umbach R, Kinoshita K, Nakatani T. Frame-Online DNN-WPE Dereverberation. In: IWAENC 2018, Tokio, Japan. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11837 |
Heitkaemper J, Heymann J, Haeb-Umbach R. Smoothing along Frequency in Online Neural Network Supported Acoustic Beamforming. In: ITG 2018, Oldenburg, Germany. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11872 |
Drude L, Boeddeker C, Heymann J, et al. Integration neural network based beamforming and weighted prediction error dereverberation. In: INTERSPEECH 2018, Hyderabad, India. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11873 |
Drude L, Heymann J, Boeddeker C, Haeb-Umbach R. NARA-WPE: A Python package for weighted prediction error dereverberation in Numpy and Tensorflow for online and offline processing. In: ITG 2018, Oldenburg, Germany. ; 2018.
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2018 | Journal Article | LibreCat-ID: 11916 |
Despotovic V, Walter O, Haeb-Umbach R. Machine learning techniques for semantic analysis of dysarthric speech: An experimental study. Speech Communication 99 (2018) 242-251 (Elsevier BV). 2018.
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2018 | Conference Paper | LibreCat-ID: 12898 |
Drude L, von Neumann T, Haeb-Umbach R. Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation. In: ICASSP 2018, Calgary, Canada. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 12900 |
Drude L, Higuchi, Takuya , Kinoshita K, Nakatani T, Haeb-Umbach R. Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation. In: ICASSP 2018, Calgary, Canada. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 12901 |
Boeddeker C, Erdogan H, Yoshioka T, Haeb-Umbach R. Exploring Practical Aspects of Neural Mask-Based Beamforming for Far-Field Speech Recognition. In: ICASSP 2018, Calgary, Canada. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 12899 |
Boeddeker C, Heitkaemper J, Schmalenstroeer J, Drude L, Heymann J, Haeb-Umbach R. Front-End Processing for the CHiME-5 Dinner Party Scenario. In: Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 6859
Afifi H, Schmalenstroeer J, Ullmann J, Haeb-Umbach R, Karl H. MARVELO - A Framework for Signal Processing in Wireless Acoustic Sensor Networks. In: Speech Communication; 13th ITG-Symposium. ; 2018:1-5.
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2018 | Conference Paper | LibreCat-ID: 11747 |
Grimm C, Breddermann T, Farhoud R, Fei T, Warsitz E, Haeb-Umbach R. Discrimination of Stationary from Moving Targets with Recurrent Neural Networks in Automotive Radar. In: International Conference on Microwaves for Intelligent Mobility (ICMIM) 2018. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11907 |
Glarner T, Hanebrink P, Ebbers J, Haeb-Umbach R. Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery. In: INTERSPEECH 2018, Hyderabad, India. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11838 |
Schmalenstroeer J, Haeb-Umbach R. Efficient Sampling Rate Offset Compensation - An Overlap-Save Based Approach. In: 26th European Signal Processing Conference (EUSIPCO 2018). ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11876 |
Kitza M, Michel W, Boeddeker C, et al. The RWTH/UPB System Combination for the CHiME 2018 Workshop. In: Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11836 |
Ebbers J, Heitkaemper J, Schmalenstroeer J, Haeb-Umbach R. Benchmarking Neural Network Architectures for Acoustic Sensor Networks. In: ITG 2018, Oldenburg, Germany. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 11839 |
Schmalenstroeer J, Haeb-Umbach R. Insights into the Interplay of Sampling Rate Offsets and MVDR Beamforming. In: ITG 2018, Oldenburg, Germany. ; 2018.
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2017 | Conference Paper | LibreCat-ID: 11717 |
Arora P, Haeb-Umbach R. A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario. In: IEEE 19th International Workshop on Multimedia Signal Processing (MMSP). ; 2017.
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2017 | Report | LibreCat-ID: 11735 |
Boeddeker C, Hanebrink P, Drude L, Heymann J, Haeb-Umbach R. On the Computation of Complex-Valued Gradients with Application to Statistically Optimum Beamforming.; 2017.
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2017 | Conference Paper | LibreCat-ID: 11736 |
Boeddeker C, Hanebrink P, Drude L, Heymann J, Haeb-Umbach R. Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11737 |
Chinaev A, Haeb-Umbach R. A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11754 |
Drude L, Haeb-Umbach R. Tight integration of spatial and spectral features for BSS with Deep Clustering embeddings. In: INTERSPEECH 2017, Stockholm, Schweden. ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11770 |
Glarner T, Boenninghoff B, Walter O, Haeb-Umbach R. Leveraging Text Data for Word Segmentation for Underresourced Languages. In: INTERSPEECH 2017, Stockholm, Schweden. ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11809 |
Heymann J, Drude L, Boeddeker C, Hanebrink P, Haeb-Umbach R. BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.
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2017 | Journal Article | LibreCat-ID: 11811 |
Heymann J, Drude L, Haeb-Umbach R. A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing. Computer Speech and Language. 2017.
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2017 | Conference Paper | LibreCat-ID: 11763 |
Fei T, Grimm C, Farhoud R, Breddermann T, Warsitz E, Haeb-Umbach R. A Novel Target Separation Algorithm Applied to The Two-Dimensional Spectrum for FMCW Automotive Radar Systems. In: IEEE International Conference on Microwave, Communications, Anthenas and Electronic Systems. ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11772 |
Grimm C, Breddermann T, Farhoud R, Fei T, Warsitz E, Haeb-Umbach R. Hypothesis Test for the Detection of Moving Targets in Automotive Radar. In: IEEE International Conference on Microwave, Communications, Anthenas and Electronic Systems (COMCAS). ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11759 |
Ebbers J, Heymann J, Drude L, Glarner T, Haeb-Umbach R, Raj B. Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery. In: INTERSPEECH 2017, Stockholm, Schweden. ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11895 |
Schmalenstroeer J, Heymann J, Drude L, Boeddeker C, Haeb-Umbach R. Multi-Stage Coherence Drift Based Sampling Rate Synchronization for Acoustic Beamforming. In: IEEE 19th International Workshop on Multimedia Signal Processing (MMSP). ; 2017.
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2017 | Conference Paper | LibreCat-ID: 11773 |
Grimm C, Farhoud R, Fei T, Warsitz E, Haeb-Umbach R. Detection of Moving Targets in Automotive Radar with Distorted Ego-Velocity Information. In: IEEE Microwaves, Radar and Remote Sensing Symposium (MRRS). ; 2017.
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2016 | Conference Paper | LibreCat-ID: 11738 |
Chinaev A, Haeb-Umbach R. A Priori SNR Estimation Using a Generalized Decision Directed Approach. In: INTERSPEECH 2016, San Francisco, USA. ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11743 |
Chinaev A, Heitkaemper J, Haeb-Umbach R. A Priori SNR Estimation Using Weibull Mixture Model. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11744 |
Chinaev A, Heymann J, Drude L, Haeb-Umbach R. Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11751 |
Drude L, Boeddeker C, Haeb-Umbach R. Blind Speech Separation based on Complex Spherical k-Mode Clustering. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11756 |
Drude L, Raj B, Haeb-Umbach R. On the appropriateness of complex-valued neural networks for speech enhancement. In: INTERSPEECH 2016, San Francisco, USA. ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11771 |
Glarner T, Mahdi Momenzadeh M, Drude L, Haeb-Umbach R. Factor Graph Decoding for Speech Presence Probability Estimation. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11812 |
Heymann J, Drude L, Haeb-Umbach R. Neural Network Based Spectral Mask Estimation for Acoustic Beamforming. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11829 |
Jacob F, Haeb-Umbach R. On the Bias of Direction of Arrival Estimation Using Linear Microphone Arrays. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11834 |
Heymann J, Drude L, Haeb-Umbach R. Wide Residual BLSTM Network with Discriminative Speaker Adaptation for Robust Speech Recognition. In: Computer Speech and Language. ; 2016.
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2016 | Journal Article | LibreCat-ID: 11840 |
Kinoshita K, Delcroix M, Gannot S, et al. A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research. EURASIP Journal on Advances in Signal Processing. 2016.
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2016 | Journal Article | LibreCat-ID: 11886
Plinge A, Jacob F, Haeb-Umbach R, Fink GA. Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms. IEEE Signal Processing Magazine. 2016;33(4):14-29. doi:10.1109/MSP.2016.2555198
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2016 | Conference Paper | LibreCat-ID: 11908 |
Menne T, Heymann J, Alexandridis A, et al. The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation. In: Computer Speech and Language. ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11920 |
Walter O, Haeb-Umbach R. Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models. In: 38th German Conference on Pattern Recognition (GCPR 2016). ; 2016.
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2016 | Conference Paper | LibreCat-ID: 11890 |
Schmalenstroeer J, Haeb-Umbach R. Investigations into Bluetooth Low Energy Localization Precision Limits. In: 24th European Signal Processing Conference (EUSIPCO 2016). ; 2016.
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2015 | Conference Paper | LibreCat-ID: 11739 |
Chinaev A, Haeb-Umbach R. On Optimal Smoothing in Minimum Statistics Based Noise Tracking. In: Interspeech 2015. ; 2015:1785-1789.
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2015 | Conference Paper | LibreCat-ID: 11748 |
Despotovic V, Walter O, Haeb-Umbach R. Semantic Analysis of Spoken Input using Markov Logic Networks. In: INTERSPEECH 2015. ; 2015.
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2015 | Conference Paper | LibreCat-ID: 11755 |
Drude L, Jacob F, Haeb-Umbach R. DOA-Estimation based on a Complex Watson Kernel Method. In: 23th European Signal Processing Conference (EUSIPCO 2015). ; 2015.
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2015 | Conference Paper | LibreCat-ID: 11810
Heymann J, Drude L, Chinaev A, Haeb-Umbach R. BLSTM supported GEV Beamformer Front-End for the 3RD CHiME Challenge. In: Automatic Speech Recognition and Understanding Workshop (ASRU 2015). ; 2015.
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2015 | Conference Paper | LibreCat-ID: 11813 |
Heymann J, Haeb-Umbach R, Golik P, Schlueter R. Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions. In: Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On. ; 2015:5053-5057. doi:10.1109/ICASSP.2015.7178933
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2015 | Journal Article | LibreCat-ID: 11830 |
Jacob F, Haeb-Umbach R. Absolute Geometry Calibration of Distributed Microphone Arrays in an Audio-Visual Sensor Network. ArXiv e-prints. 2015.
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2015 | Book | LibreCat-ID: 11868 |
Li J, Deng L, Haeb-Umbach R, Gong Y. Robust Automatic Speech Recognition. Elsevier; 2015.
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2015 | Conference Paper | LibreCat-ID: 11875 |
Marchi E, Schuller B, Baron-Cohen S, et al. Typicality and Emotion in the Voice of Children with Autism Spectrum Condition: Evidence Across Three Languages. In: INTERSPEECH 2015. ; 2015.
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2015 | Conference Paper | LibreCat-ID: 11919 |
Walter O, Drude L, Haeb-Umbach R. Source Counting in Speech Mixtures by Nonparametric Bayesian Estimation of an infinite Gaussian Mixture Model. In: 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015). ; 2015.
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2015 | Journal Article | LibreCat-ID: 11922 |
Walter O, Haeb-Umbach R, Mokbel B, Paassen B, Hammer B. Autonomous Learning of Representations. KI - Kuenstliche Intelligenz. 2015:1-13. doi:http://dx.doi.org/10.1007/s13218-015-0372-1
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2015 | Report | LibreCat-ID: 11923 |
Walter O, Haeb-Umbach R, Strunk J, P. Himmelmann N. Lexicon Discovery for Language Preservation Using Unsupervised Word Segmentation with Pitman-Yor Language Models (FGNT-2015-01).; 2015.
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2015 | Conference Paper | LibreCat-ID: 11874 |
Hoang MK, Schmalenstroeer J, Haeb-Umbach R. Aligning training models with smartphone properties in WiFi fingerprinting based indoor localization. In: 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015). ; 2015.
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2014 | Conference Paper | LibreCat-ID: 11746 |
Chinaev A, Puels M, Haeb-Umbach R. Spectral Noise Tracking for Improved Nonstationary Noise Robust ASR. In: 11. ITG Fachtagung Sprachkommunikation (ITG 2014). ; 2014.
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2014 | Conference Paper | LibreCat-ID: 11752 |
Drude L, Chinaev A, Tran Vu DH, Haeb-Umbach R. Source Counting in Speech Mixtures Using a Variational EM Approach for Complexwatson Mixture Models. In: 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014). ; 2014.
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2014 | Conference Paper | LibreCat-ID: 11753 |
Drude L, Chinaev A, Tran Vu DH, Haeb-Umbach R. Towards Online Source Counting in Speech Mixtures Applying a Variational EM for Complex Watson Mixture Models. In: 14th International Workshop on Acoustic Signal Enhancement (IWAENC 2014). ; 2014:213-217.
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2014 | Conference Paper | LibreCat-ID: 11814 |
Heymann J, Walter O, Haeb-Umbach R, Raj B. Iterative Bayesian Word Segmentation for Unspuervised Vocabulary Discovery from Phoneme Lattices. In: 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014). ; 2014.
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2014 | Conference Paper | LibreCat-ID: 11831 |
Jacob F, Haeb-Umbach R. Coordinate Mapping Between an Acoustic and Visual Sensor Network in the Shape Domain for a Joint Self-Calibrating Speaker Tracking. In: 11. ITG Fachtagung Sprachkommunikation (ITG 2014). ; 2014.
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2014 | Journal Article | LibreCat-ID: 11861
Leutnant V, Krueger A, Haeb-Umbach R. A New Observation Model in the Logarithmic Mel Power Spectral Domain for the Automatic Recognition of Noisy Reverberant Speech. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 2014;22(1):95-109. doi:10.1109/TASLP.2013.2285480
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2014 | Journal Article | LibreCat-ID: 11867 |
Li J, Deng L, Gong Y, Haeb-Umbach R. An Overview of Noise-Robust Automatic Speech Recognition. IEEE Transactions on Audio, Speech and Language Processing. 2014;22(4):745-777. doi:10.1109/TASLP.2014.2304637
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2014 | Conference Paper | LibreCat-ID: 11918 |
Walter O, Despotovic V, Haeb-Umbach R, Gemmeke J, Ons B, Van hamme H. An Evaluation of Unsupervised Acoustic Model Training for a Dysarthric Speech Interface. In: INTERSPEECH 2014. ; 2014.
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2014 | Journal Article | LibreCat-ID: 11898 |
Schmalenstroeer J, Jebramcik P, Haeb-Umbach R. A combined hardware-software approach for acoustic sensor network synchronization . Signal Processing. 2014;(0). doi:http://dx.doi.org/10.1016/j.sigpro.2014.06.030
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2014 | Conference Paper | LibreCat-ID: 11897 |
Schmalenstroeer J, Jebramcik P, Haeb-Umbach R. A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks. In: 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014). ; 2014.
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2014 | Conference Paper | LibreCat-ID: 11903 |
Schmalenstroeer J, Zhao W, Haeb-Umbach R. Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization. In: 11. ITG Fachtagung Sprachkommunikation (ITG 2014). ; 2014.
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2013 | Conference Paper | LibreCat-ID: 11716
Abdelaziz AH, Zeiler S, Kolossa D, Leutnant V, Haeb-Umbach R. GMM-based significance decoding. In: Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On. ; 2013:6827-6831. doi:10.1109/ICASSP.2013.6638984
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2013 | Conference Paper | LibreCat-ID: 11740 |
Chinaev A, Haeb-Umbach R. MAP-based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations. In: 38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013). ; 2013:3352-3356. doi:10.1109/ICASSP.2013.6638279
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2013 | Conference Paper | LibreCat-ID: 11742 |
Chinaev A, Haeb-Umbach R, Taghia J, Martin R. Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-based Postprocessor. In: 38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013). ; 2013:7477-7481. doi:10.1109/ICASSP.2013.6639116
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2013 | Conference Paper | LibreCat-ID: 11762 |
Enzner G, Schmid D, Haeb-Umbach R. On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques. In: 21th European Signal Processing Conference (EUSIPCO 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11815 |
Heymann J, Walter O, Haeb-Umbach R, Raj B. Unsupervised Word Segmentation from Noisy Input. In: Automatic Speech Recognition and Understanding Workshop (ASRU 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11816 |
Hoang MK, Haeb-Umbach R. Parameter estimation and classification of censored Gaussian data with application to WiFi indoor positioning. In: 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013). ; 2013:3721-3725. doi:10.1109/ICASSP.2013.6638353
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2013 | Conference Paper | LibreCat-ID: 11841 |
Kinoshita K, Delcroix M, Yoshioka T, et al. The reverb challenge: a common evaluation framework for dereverberation and recognition of reverberant speech. In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics . ; 2013:22-23.
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2013 | Journal Article | LibreCat-ID: 11862
Leutnant V, Krueger A, Haeb-Umbach R. Bayesian Feature Enhancement for Reverberation and Noise Robust Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2013;21(8):1640-1652. doi:10.1109/TASL.2013.2258013
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2013 | Conference Paper | LibreCat-ID: 11909 |
Tran Vu DH, Haeb-Umbach R. Blind Speech Separation Exploiting Temporal and Spectral Correlations Using Turbo Decoding of 2D-HMMs. In: 21th European Signal Processing Conference (EUSIPCO 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11917
Vu DHT, Haeb-Umbach R. Using the turbo principle for exploiting temporal and spectral correlations in speech presence probability estimation. In: 38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013). ; 2013:863-867. doi:10.1109/ICASSP.2013.6637771
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2013 | Conference Paper | LibreCat-ID: 11921 |
Walter O, Haeb-Umbach R, Chaudhuri S, Raj B. Unsupervised Word Discovery from Phonetic Input Using Nested Pitman-Yor Language Modeling. In: IEEE International Conference on Robotics and Automation (ICRA 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11924 |
Walter O, Korthals T, Haeb-Umbach R, Raj B. Hierarchical System for Word Discovery Exploiting DTW-Based Initialization. In: Automatic Speech Recognition and Understanding Workshop (ASRU 2013). ; 2013.
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2013 | Report | LibreCat-ID: 11926 |
Walter O, Schmalenstroeer J, Haeb-Umbach R. A Novel Initialization Method for Unsupervised Learning of Acoustic Patterns in Speech (FGNT-2013-01).; 2013.
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2013 | Conference Paper | LibreCat-ID: 11832 |
Jacob F, Schmalenstroeer J, Haeb-Umbach R. DoA-Based Microphone Array Position Self-Calibration Using Circular Statistic. In: 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013). ; 2013:116-120. doi:10.1109/ICASSP.2013.6637620
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2013 | Conference Paper | LibreCat-ID: 11891 |
Schmalenstroeer J, Haeb-Umbach R. Sampling Rate Synchronisation in Acoustic Sensor Networks with a Pre-Trained Clock Skew Error Model. In: 21th European Signal Processing Conference (EUSIPCO 2013). ; 2013.
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2013 | Conference Paper | LibreCat-ID: 11818 |
Hoang MK, Schmitz S, Drueke C, Vu DHT, Schmalenstroeer J, Haeb-Umbach R. Server based indoor navigation using RSSI and inertial sensor information. In: Positioning Navigation and Communication (WPNC), 2013 10th Workshop On. ; 2013:1-6. doi:10.1109/WPNC.2013.6533263
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2013 | Conference Paper | LibreCat-ID: 11817 |
Hoang MK, Schmalenstroeer J, Drueke C, Tran Vu DH, Haeb-Umbach R. A Hidden Markov Model for Indoor User Tracking Based on WiFi Fingerprinting and Step Detection. In: 21th European Signal Processing Conference (EUSIPCO 2013). ; 2013.
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2012 | Conference Paper | LibreCat-ID: 11741 |
Chinaev A, Haeb-Umbach R. Quality Analysis and Optimization of the MAP-based Noise Power Spectral Density Tracker. In: Speech Communication; 10. ITG Symposium; Proceedings. ; 2012.
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2012 | Conference Paper | LibreCat-ID: 11745 |
Chinaev A, Krueger A, Tran Vu DH, Haeb-Umbach R. Improved Noise Power Spectral Density Tracking by a MAP-based Postprocessor. In: 37th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012). ; 2012.
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2012 | Book Chapter | LibreCat-ID: 11844
Krueger A, Haeb-Umbach R. Reverberant Speech Recognition. In: Techniques for Noise Robustness in Automatic Speech Recognition. Wiley; 2012.
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2012 | Conference Paper | LibreCat-ID: 11849 |
Krueger A, Walter O, Leutnant V, Haeb-Umbach R. Bayesian Feature Enhancement for ASR of Noisy Reverberant Real-World Data. In: Proc. Interspeech. Portland, USA; 2012.
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2012 | Journal Article | LibreCat-ID: 11863 |
Leutnant V, Krueger A, Haeb-Umbach R. Investigations Into a Statistical Observation Model for Logarithmic Mel Power Spectral Density Features of Noisy Reverberant Speech. Speech Communication; 10 ITG Symposium; Proceedings of. 2012:1-4.
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2012 | Conference Paper | LibreCat-ID: 11864 |
Leutnant V, Krueger A, Haeb-Umbach R. A Statistical Observation Model For Noisy Reverberant Speech Features and its Application to Robust ASR. In: Signal Processing, Communications and Computing (ICSPCC), 2012 IEEE International Conference On. ; 2012.
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2012 | Report | LibreCat-ID: 11865 |
Leutnant V, Krueger A, Haeb-Umbach R. Derivation of the Power Compensation Constant in the Observation Model for Reverberant Speech in the Logarithmic Mel Power Spectral Domain.; 2012.
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2012 | Conference Paper | LibreCat-ID: 11910
Tran Vu DH, Haeb-Umbach R. Exploiting Temporal Correlations in Joint Multichannel Speech Separation and Noise Suppression using Hidden Markov Models. In: International Workshop on Acoustic Signal Enhancement (IWAENC2012). ; 2012.
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2012 | Conference Paper | LibreCat-ID: 11833 |
Jacob F, Schmalenstroeer J, Haeb-Umbach R. Microphone Array Position Self-Calibration from Reverberant Speech Input. In: International Workshop on Acoustic Signal Enhancement (IWAENC 2012). ; 2012.
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2012 | Conference Paper | LibreCat-ID: 11925 |
Walter O, Schmalenstroeer J, Engler A, Haeb-Umbach R. Smartphone-Based Sensor Fusion for Improved Vehicular Navigation. In: 9th Workshop on Positioning Navigation and Communication (WPNC 2012). ; 2012.
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2011 | Conference Paper | LibreCat-ID: 11721 |
Bevermeier M, Flanke S, Haeb-Umbach R, Stehr J. A Platform for efficient Supply Chain Management Support in Logistics. In: International Workshop on Intelligent Transportation (WIT 2011). ; 2011.
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2011 | Book Chapter | LibreCat-ID: 11774
Haeb-Umbach R. Uncertainty Decoding and Conditional Bayesian Estimation. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.
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2011 | Book Chapter | LibreCat-ID: 11775
Haeb-Umbach R. Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz. In: Baustelle Informationsgesellschaft Und Universität Heute. Ferdinand Schoeningh Verlag, Paderborn; 2011.
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2011 | Journal Article | LibreCat-ID: 11807
Herbig T, Gerl F, Minker W, Haeb-Umbach R. Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition. Evolving Systems. 2011;2(3):199-214.
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2011 | Book Chapter | LibreCat-ID: 11843
Krueger A, Haeb-Umbach R. A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.
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2011 | Conference Paper | LibreCat-ID: 11845 |
Krueger A, Haeb-Umbach R. MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011). ; 2011:3596-3599. doi:10.1109/ICASSP.2011.5946256
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2011 | Journal Article | LibreCat-ID: 11850 |
Krueger A, Warsitz E, Haeb-Umbach R. Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation. IEEE Transactions on Audio, Speech, and Language Processing. 2011;19(1):206-219. doi:10.1109/TASL.2010.2047324
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2011 | Book Chapter | LibreCat-ID: 11856
Leutnant V, Haeb-Umbach R. Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.
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2011 | Conference Paper | LibreCat-ID: 11866 |
Leutnant V, Krueger A, Haeb-Umbach R. A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR. In: Interspeech 2011. ; 2011.
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2011 | Conference Paper | LibreCat-ID: 11911 |
Tran Vu DH, Haeb-Umbach R. On Initial Seed Selection for Frequency Domain Blind Speech Separation. In: Interspeech 2011. ; 2011.
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2011 | Book (Editor) | LibreCat-ID: 11945 |
Kolossa D, Haeb-Umbach R, eds. Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications. Springer; 2011.
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2011 | Conference Paper | LibreCat-ID: 11889 |
Schmalenstroeer J, Bartek M, Haeb-Umbach R. Unsupervised learning of acoustic events using dynamic time warping and hierarchical K-means++ clustering. In: Interspeech 2011. ; 2011.
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2011 | Conference Paper | LibreCat-ID: 11896 |
Schmalenstroeer J, Jacob F, Haeb-Umbach R, Hennecke M, Fink GA. Unsupervised Geometry Calibration of Acoustic Sensor Networks Using Source Correspondences. In: Interspeech 2011. ; 2011.
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2011 | Conference Paper | LibreCat-ID: 9456 |
Schmalenstroeer J, Bartek M, Haeb-Umbach R. Investigations into Features for Robust Classification into Broad Acoustic Categories. In: 37. Deutsche Jahrestagung Fuer Akustik (DAGA 2011). ; 2011.
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2010 | Conference Paper | LibreCat-ID: 11726 |
Bevermeier M, Walter O, Peschke S, Haeb-Umbach R. Barometric height estimation combined with map-matching in a loosely-coupled Kalman-filter. In: 7th Workshop on Positioning Navigation and Communication (WPNC 2010). ; 2010:128-134. doi:10.1109/WPNC.2010.5650745
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2010 | Journal Article | LibreCat-ID: 11846 |
Krueger A, Haeb-Umbach R. Model-Based Feature Enhancement for Reverberant Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2010;18(7):1692-1707. doi:10.1109/TASL.2010.2049684
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2010 | Conference Paper | LibreCat-ID: 11857 |
Leutnant V, Haeb-Umbach R. Options for Modelling Temporal Statistical Dependencies in an Acoustic Model for ASR. In: 36. Deutsche Jahrestagung Fuer Akustik (DAGA 2010). ; 2010.
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2010 | Conference Paper | LibreCat-ID: 11858 |
Leutnant V, Haeb-Umbach R. On the Exploitation of Hidden Markov Models and Linear Dynamic Models in a Hybrid Decoder Architecture for Continuous Speech Recognition. In: Interspeech 2010. ; 2010.
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2010 | Conference Paper | LibreCat-ID: 11887 |
Raj B, Wilson KW, Krueger A, Haeb-Umbach R. Ungrounded Independent Non-Negative Factor Analysis. In: Interspeech 2010. ; 2010.
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2010 | Conference Paper | LibreCat-ID: 11912 |
Tran Vu DH, Haeb-Umbach R. An EM Approach to Integrated Multichannel Speech Separation and Noise Suppression. In: International Workshop on Acoustic Echo and Noise Control (IWAENC 2010). ; 2010.
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2010 | Conference Paper | LibreCat-ID: 11913 |
Tran Vu DH, Haeb-Umbach R. Blind speech separation employing directional statistics in an Expectation Maximization framework. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010). ; 2010:241-244. doi:10.1109/ICASSP.2010.5495994
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2010 | Journal Article | LibreCat-ID: 11892 |
Schmalenstroeer J, Haeb-Umbach R. Online Diarization of Streaming Audio-Visual Data for Smart Environments. IEEE Journal of Selected Topics in Signal Processing. 2010;4(5):845-856. doi:10.1109/JSTSP.2010.2050519
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2009 | Conference Paper | LibreCat-ID: 11723 |
Bevermeier M, Peschke S, Haeb-Umbach R. Robust vehicle localization based on multi-level sensor fusion and online parameter estimation. In: 6th Workshop on Positioning Navigation and Communication (WPNC 2009). ; 2009:235-242. doi:10.1109/WPNC.2009.4907833
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2009 | Conference Paper | LibreCat-ID: 11724 |
Bevermeier M, Peschke S, Haeb-Umbach R. Joint Parameter Estimation and Tracking in a Multi-Stage Kalman Filter for Vehicle Positioning. In: IEEE 69th Vehicular Technology Conference (VTC 2009 Spring). ; 2009:1-5. doi:10.1109/VETECS.2009.5073634
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2009 | Conference Paper | LibreCat-ID: 11725 |
Bevermeier M, Peschke S, Haeb-Umbach R. Eine Plattform fuer Mehrwertdienste im Bereich Logistik - Drahtlose Fahrzeug- und Laderaumueberwachung fuer LKW mit Hilfe einer Maut-On-Board Unit. In: DGON Navigationskonvent 2009. ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11847 |
Krueger A, Haeb-Umbach R. Model based feature enhancement for automatic speech recognition in reverberant environments. In: Interspeech 2009. ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11859 |
Leutnant V, Haeb-Umbach R. On the Estimation and Use of Feature Reliability Information for Noise Robust Speech Recognition. In: International Conference on Acoustics (NAG/DAGA 2009). ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11860 |
Leutnant V, Haeb-Umbach R. An analytic derivation of a phase-sensitive observation model for noise robust speech recognition. In: Interspeech 2009. ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11881 |
Peschke S, Bevermeier M, Haeb-Umbach R. A GPS positioning approach exploiting GSM velocity estimates. In: 6th Workshop on Positioning Navigation and Communication (WPNC 2009). ; 2009:195-202. doi:10.1109/WPNC.2009.4907827
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2009 | Conference Paper | LibreCat-ID: 11882 |
Peschke S, Bevermeier M, Haeb-Umbach R. Verbesserung von GPS-basierter Ortung durch GSM-Geschwindigkeitsschaetzungen. In: DGON Navigationskonvent 2009. ; 2009.
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2009 | Journal Article | LibreCat-ID: 11937 |
Windmann S, Haeb-Umbach R. Approaches to Iterative Speech Feature Enhancement and Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2009;17(5):974-984. doi:10.1109/TASL.2009.2014894
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2009 | Journal Article | LibreCat-ID: 11938 |
Windmann S, Haeb-Umbach R. Parameter Estimation of a State-Space Model of Noise for Robust Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2009;17(8):1577-1590. doi:10.1109/TASL.2009.2023172
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2009 | Conference Paper | LibreCat-ID: 11900 |
Schmalenstroeer J, Leutnant V, Haeb-Umbach R. Audio-Visual Data Processing for Ambient Communication. In: 1st International Workshop on Distributed Computing in Ambient Environments within 32nd Annual Conference on Artificial Intelligence. ; 2009.
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2009 | Conference Paper | LibreCat-ID: 11806 |
Hennecke M, Ploetz T, Fink GA, Schmalenstroeer J, Haeb-Umbach R. A hierarchical approach to unsupervised shape calibration of microphone array networks. In: IEEE/SP 15th Workshop on Statistical Signal Processing (SSP 2009). ; 2009:257-260. doi:10.1109/SSP.2009.5278589
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2009 | Conference Paper | LibreCat-ID: 11899 |
Schmalenstroeer J, Kelling M, Leutnant V, Haeb-Umbach R. Fusing Audio and Video Information for Online Speaker Diarization. In: Interspeech 2009. ; 2009.
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2008 | Journal Article | LibreCat-ID: 11776 |
Haeb-Umbach R. Uncertainty Decoding in Automatic Speech Recognition. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-7.
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2008 | Book Chapter | LibreCat-ID: 11789 |
Haeb-Umbach R, Ion V. Error Concealement. In: Lindenberg B, Tan Z-H, eds. Automatic Speech Recognition on Mobile Devices and over Communication Networks. Vol Advances in Computer Vision and Pattern Recognition. Advances in Pattern Recognition. Springer; 2008:187-210.
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2008 | Journal Article | LibreCat-ID: 11820 |
Ion V, Haeb-Umbach R. A Novel Uncertainty Decoding Rule With Applications to Transmission Error Robust Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing. 2008;16(5):1047-1060. doi:10.1109/TASL.2008.925879
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2008 | Journal Article | LibreCat-ID: 11821 |
Ion V, Haeb-Umbach R. Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
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2008 | Conference Paper | LibreCat-ID: 11851 |
Krueger A, Warsitz E, Haeb-Umbach R. Blinde Akustische Strahlformung fuer Anwendungen im KFZ. In: 34. Deutsche Jahrestagung Fuer Akustik (DAGA 2008). ; 2008.
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2008 | Journal Article | LibreCat-ID: 11914 |
Tran Vu DH, Haeb-Umbach R. Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
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2008 | Conference Paper | LibreCat-ID: 11915 |
Tran Vu DH, Krueger A, Haeb-Umbach R. Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration. In: International Workshop on Acoustic Echo and Noise Control (IWAENC 2008). ; 2008.
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2008 | Conference Paper | LibreCat-ID: 11935 |
Warsitz E, Krueger A, Haeb-Umbach R. Speech enhancement with a new generalized eigenvector blocking matrix for application in a generalized sidelobe canceller. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008). ; 2008:73-76. doi:10.1109/ICASSP.2008.4517549
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2008 | Conference Paper | LibreCat-ID: 11939 |
Windmann S, Haeb-Umbach R. Modeling the dynamics of speech and noise for speech feature enhancement in ASR. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008). ; 2008:4409-4412. doi:10.1109/ICASSP.2008.4518633
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2008 | Journal Article | LibreCat-ID: 11940 |
Windmann S, Haeb-Umbach R. A novel approach to noise estimation in model-based speech feature enhancement. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
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2008 | Journal Article | LibreCat-ID: 11944 |
Windmann S, Haeb-Umbach R, Leutnant V. A segmental HMM based on a modified emission probability. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
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2007 | Conference Paper | LibreCat-ID: 11720 |
Bevermeier M, Ebel T, Haeb-Umbach R. Channel Estimation by Exploiting Sublayer Information in OFDM Systems. In: Multi-Carrier Spread Spectrum 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11722 |
Bevermeier M, Haeb-Umbach R. Combined Time and Frequency Domain OFDM Channel Estimation. In: Multi-Carrier Spread Spectrum 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11785 |
Haeb-Umbach R, Bevermeier M. OFDM Channel Estimation Based on Combined Estimation in Time and Frequency Domain. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007). Vol 3. ; 2007:III-277-III-280. doi:10.1109/ICASSP.2007.366526
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2007 | Journal Article | LibreCat-ID: 11799 |
Haeb-Umbach R, Peschke S. A Novel Similarity Measure for Positioning Cellular Phones by a Comparison With a Database of Signal Power Levels. IEEE Transactions on Vehicular Technology. 2007;56(1):368-372. doi:10.1109/TVT.2006.889563
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2007 | Conference Paper | LibreCat-ID: 11822 |
Ion V, Haeb-Umbach R. Multi-Resolution Soft Features for Channel-Robust Distributed Speech Recognition. In: Interspeech 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11883 |
Peschke S, Haeb-Umbach R. Velocity Estimation of Mobile Terminals by Exploiting GSM Downlink Signalling. In: 4th Workshop on Positioning Navigation and Communication (WPNC 2007). ; 2007:217-222. doi:10.1109/WPNC.2007.353637
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2007 | Journal Article | LibreCat-ID: 11927 |
Warsitz E, Haeb-Umbach R. Blind Acoustic Beamforming Based on Generalized Eigenvalue Decomposition. IEEE Transactions on Audio, Speech, and Language Processing. 2007;15(5):1529-1539. doi:10.1109/TASL.2007.898454
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2007 | Conference Paper | LibreCat-ID: 11934 |
Warsitz E, Haeb-Umbach R, Tran Vu DH. Blind Adaptive Principal Eigenvector Beamforming for Acoustical Source Separation. In: Interspeech 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11941 |
Windmann S, Haeb-Umbach R. An Approach to Iterative Speech Feature Enhancement and Recognition. In: Interspeech 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11893 |
Schmalenstroeer J, Haeb-Umbach R. Joint Speaker Segmentation, Localization and Identification for Streaming Audio. In: Interspeech 2007. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11901 |
Schmalenstroeer J, Leutnant V, Haeb-Umbach R. Amigo Context Management Service with Applications in Ambient Communication Scenarios. In: AMI-07 - European Conference on Ambient Intelligence. ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11933 |
Warsitz E, Haeb-Umbach R, Schmalenstroeer J. Zweistufige Sprache/Pause-Detektion in stark gestoerter Umgebung. In: 33. Deutsche Jahrestagung Fuer Akustik (DAGA 2007). ; 2007.
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2007 | Conference Paper | LibreCat-ID: 11902 |
Schmalenstroeer J, Warsitz E, Haeb-Umbach R. Projekt Amigo - Sprachsignalverarbeitung im vernetzten Haus. In: 33. Deutsche Jahrestagung Fuer Akustik (DAGA 2007). ; 2007.
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2006 | Conference Paper | LibreCat-ID: 11823 |
Ion V, Haeb-Umbach R. Comparison of Decoder-based Transmission Error Compensation Techniques for Distributed Speech Recognition. In: 7. ITG-Fachtagung Sprachkommunikation. ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11824 |
Ion V, Haeb-Umbach R. An Inexpensive Packet Loss Compensation Scheme for Distributed Speech Recognition Based on Soft-Features. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006). Vol 1. ; 2006:I. doi:10.1109/ICASSP.2006.1659984
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2006 | Journal Article | LibreCat-ID: 11825 |
Ion V, Haeb-Umbach R. Uncertainty decoding for distributed speech recognition over error-prone networks. Speech Communication. 2006;48(11):1435-1446. doi:10.1016/j.specom.2006.03.007
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2006 | Conference Paper | LibreCat-ID: 11826 |
Ion V, Haeb-Umbach R. Improved Source Modeling and Predictive Classification for Channel Robust Speech Recognition. In: Interspeech 2006. ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11884 |
Peschke S, Haeb-Umbach R. A Probabilistic Similarity Measure and a Non-Linear Post-Filter for Mobile Phone Positioning using GSM Signal Power Measurements. In: European Navigation Conference \& Exhibition (ENC 2006). ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11885 |
Peschke S, Haeb-Umbach R. Particle Filtering of Database assisted Positioning Estimates using a novel Similarity Measure for GSM Signal Power Level Measurements. In: 3rd Workshop on Positioning Navigation and Communication (WPNC 2006). ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11928 |
Warsitz E, Haeb-Umbach R. Mehrkanalige Sprachsignalverarbeitung durch adaptives Eigenbeamforming fuer Freisprecheinrichtungen im Kraftfahrzeug. In: 32. Deutsche Jahrestagung Fuer Akustik (DAGA 2006). ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11929 |
Warsitz E, Haeb-Umbach R. Controlling Speech Distortion in Adaptive Frequency-Domain Principal Eigenvector Beamforming. In: International Workshop on Acoustic Echo and Noise Control (IWAENC 2006). ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11942 |
Windmann S, Haeb-Umbach R. Einkanalige Sprachsignalverbesserung mit Hilfe eines marginalisierten Partikelfilters. In: 7. ITG-Fachtagung Sprachkommunikation. ; 2006.
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2006 | Conference Paper | LibreCat-ID: 11943 |
Windmann S, Haeb-Umbach R. Iterative Speech Enhancement using a Non-Linear Dynamic State Model of Speech and its Parameters. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006). Vol 1. ; 2006:I. doi:10.1109/ICASSP.2006.1660058
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2006 | Conference Paper | LibreCat-ID: 11894 |
Schmalenstroeer J, Haeb-Umbach R. Online Speaker Change Detection by Combining BIC with Microphone Array Beamforming. In: Interspeech 2006. ; 2006.
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2005 | Conference Paper | LibreCat-ID: 11803 |
Haeb-Umbach R, Warsitz E. Adaptive Filter-and-Sum Beamforming in Spatially Correlated Noise. In: International Workshop on Acoustic Echo and Noise Control (IWAENC 2005). ; 2005.
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2005 | Conference Paper | LibreCat-ID: 11827 |
Ion V, Haeb-Umbach R. A Unified Probabilistic Approach to Error Concealment for Distributed Speech Recognition. In: Interspeech 2005. ; 2005.
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2005 | Conference Paper | LibreCat-ID: 11828 |
Ion V, Haeb-Umbach R. A Comparison of Soft-Feature Distributed Speech Recognition with Candidate Codecs for Speech Enabled Mobile Services. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005). Vol 1. ; 2005:333-336. doi:10.1109/ICASSP.2005.1415118
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2005 | Conference Paper | LibreCat-ID: 11930 |
Warsitz E, Haeb-Umbach R. Acoustic filter-and-sum beamforming by adaptive principal component analysis. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005). Vol 4. ; 2005:iv/797-iv/800 Vol. 4. doi:10.1109/ICASSP.2005.1416129
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2005 | Conference Paper | LibreCat-ID: 11802 |
Haeb-Umbach R, Schmalenstroeer J. Speech Processing in the Networked Home Environment - A View on the Amigo Project. In: Interspeech 2005. ; 2005.
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2005 | Conference Paper | LibreCat-ID: 11801 |
Haeb-Umbach R, Schmalenstroeer J. A Comparison of Particle Filtering Variants for Speech Feature Enhancement. In: Interspeech 2005. ; 2005.
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2004 | Journal Article | LibreCat-ID: 11732 |
Bischoff R, Haeb-Umbach R, Nammi SR. Multipath-Resistant Time of Arrival Estimation for Satellite Positioning. AEUe, Int Journal on Electronics and Communications. 2004;58(1).
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2004 | Conference Paper | LibreCat-ID: 11790 |
Haeb-Umbach R, Ion V. Soft Features for Improved Distributed Speech Recognition over Wireless Networks. In: International Conference on Spoken Language Processing (ICSLP 2004). ; 2004.
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2004 | Conference Paper | LibreCat-ID: 11931 |
Warsitz E, Haeb-Umbach R. Robust speaker direction estimation with particle filtering. In: IEEE Workshop on Multimedia Signal Processing (MMSP 2004). ; 2004:367-370. doi:10.1109/MMSP.2004.1436569
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2004 | Conference Paper | LibreCat-ID: 11932 |
Warsitz E, Haeb-Umbach R, Peschke S. Adaptive Beamforming Combined with Particle Filtering for Acoustic Source Localization. In: International Conference on Spoken Language Processing (ICSLP 2004). ; 2004.
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2003 | Journal Article | LibreCat-ID: 11777 |
Haeb-Umbach R. Auf ein Wort - Moeglichkeiten und Grenzen der automatischen Spracherkennung. Forschungsforum Paderborn. 2003:68-71.
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2002 | Journal Article | LibreCat-ID: 11727 |
Beyerlein P, Aubert X, Haeb-Umbach R, et al. Large Vocabulary Continuous Speech Recognition of Broadcast News - The Philips/RWTH Approach. Speech Communication. 2002;(37):109-131.
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2002 | Conference Paper | LibreCat-ID: 11731 |
Bischoff R, Haeb-Umbach R, Heinrichs G. A Joint Time Multiplex Receiver for UMTS and Galileo. In: ION-GPS 2002. ; 2002.
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2002 | Conference Paper | LibreCat-ID: 11733 |
Bischoff R, Haeb-Umbach R, Schulz W, Heinrichs G. Employment of a multipath receiver structure in a combined GALILEO/UMTS receiver. In: IEEE 55th Vehicular Technology Conference (VTC 2002 Spring). Vol 4. ; 2002:1844-1848 vol.4. doi:10.1109/VTC.2002.1002940
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2002 | Conference Paper | LibreCat-ID: 11808 |
Hesse T, Bischoff R, Schulz W, Haeb-Umbach R. Estimation of Bias Location Error due to Absence of the LOS-Signal in a UMTS-System. In: International Symposium on Location Based Services for Cellular Users (LOCELLUS 2002). ; 2002.
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2001 | Conference Paper | LibreCat-ID: 11734 |
Bischoff R, Haeb-Umbach R, Schulz W, Heinrichs G. Implementation of a Rake Receiver Architecture into a Galileo Receiver. In: 1st ESA Workshop on Satellite Navigation User Equipment Technology (Navitec 2001). ; 2001.
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2001 | Journal Article | LibreCat-ID: 11778 |
Haeb-Umbach R. Automatic generation of phonetic regression class trees for MLLR adaptation. IEEE Transactions on Speech and Audio Processing. 2001;9(3):299-302. doi:10.1109/89.906003
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2001 | Journal Article | LibreCat-ID: 11870 |
Loog M, Duin RPW, Haeb-Umbach R. Multiclass linear dimension reduction by weighted pairwise Fisher criteria. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2001;23(7):762-766. doi:10.1109/34.935849
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2000 | Conference Paper | LibreCat-ID: 11758 |
Duin RPW, Loog M, Haeb-Umbach R. Multi-class Linear Feature Extraction by Nonlinear PCA. In: International Conference on Pattern Recognition (ICPR 2000). ; 2000.
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2000 | Conference Paper | LibreCat-ID: 11779 |
Haeb-Umbach R. Data-driven Phonetic Regression Class Tree Estimation for MLLR Adaptation. In: International Conference on Spoken Language Processing (ICSLP 2000). ; 2000.
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2000 | Conference Paper | LibreCat-ID: 11869 |
Lieb M, Haeb-Umbach R. LDA derived cepstral trajectory filters in adverse environmental conditions. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2000). Vol 2. ; 2000:II1105-II1108 vol.2. doi:10.1109/ICASSP.2000.859157
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2000 | Conference Paper | LibreCat-ID: 11871 |
Loog M, Haeb-Umbach R. Multi-class Linear Dimension Reduction by Generalized Fisher Criteria. In: International Conference on Spoken Language Processing (ICSLP 2000). ; 2000.
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1999 | Conference Paper | LibreCat-ID: 11728 |
Beyerlein P, Aubert XL, Haeb-Umbach R, et al. The Philips/RWTH system for transcription of broadcast news. In: Eurospeech. ; 1999.
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1999 | Conference Paper | LibreCat-ID: 11729 |
Beyerlein P, Aubert XL, Haeb-Umbach R, et al. The Philips/RWTH System for Transcription of Broadcast News. In: Broadcast News Transcription and Understanding Workshop, Washington. ; 1999.
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1999 | Conference Paper | LibreCat-ID: 11780 |
Haeb-Umbach R. Investigations on inter-speaker variability in the feature space. In: ICASSP99 Phoenix, AZ. ; 1999.
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1999 | Conference Paper | LibreCat-ID: 11791 |
Haeb-Umbach R, Loog M. An Investigation of Cepstral Parameterisations for Large Vocabulary Speech Recognition. In: Eurospeech. ; 1999.
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1999 | Conference Paper | LibreCat-ID: 11805 |
Harris MJ, Aubert XL, Haeb-Umbach R, Beyerlein P. A study of broadcast news audio stream segmentation and segment clustering. In: Eurospeech. ; 1999.
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1998 | Conference Paper | LibreCat-ID: 11730 |
Beyerlein P, Aubert XL, Haeb-Umbach R, et al. Automatic Transcription of English Broadcast News. In: DARPA Broadcast News Transcription and Understanding Workshop, Landsdowne. ; 1998.
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1998 | Conference Paper | LibreCat-ID: 11784 |
Haeb-Umbach R, Aubert XL, Beyerlein P, et al. Acoustic Modeling in the Philips Hub-4 Continuous-Speech Recognition System. In: DARPA Broadcast News Transcription and Understanding Workshop, Landsdowne. ; 1998.
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1998 | Conference Paper | LibreCat-ID: 11842 |
Klakow D, Aubert XL, Haeb-Umbach R, et al. Language-Model Investigations related to Broadcast News. In: DARPA Broadcast News Transcription and Understanding Workshop, Landsdowne. ; 1998.
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1998 | Conference Paper | LibreCat-ID: 11936 |
Welling L, Haeb-Umbach R, Aubert X, Haberland N. A Study on Speaker Normalization Using Vocal Tract Normalization and Speaker Adaptive Training. In: ICASSP 1998, Seattle. ; 1998.
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1997 | Conference Paper | LibreCat-ID: 11750 |
Dolfing JGA, Haeb-Umbach R. Signal Representations for Hidden Markov Model Based On-Line Handwriting Recognition. In: ICASSP, Munich. ; 1997.
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1997 | Journal Article | LibreCat-ID: 11766
Gamm S, Haeb-Umbach R, Langmann D. The development of a command-based speech interface for a telephone answering machine. Speech Communication. 1997.
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1997 | Conference Paper | LibreCat-ID: 11781 |
Haeb-Umbach R. Robust Speech Recognition for Wireless Networks and Mobile Telephony. In: Eurospeech. ; 1997.
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1997 | Conference Paper | LibreCat-ID: 11819 |
Hoege H, Tropf HS, Winsky R, van den Heuvel H, Haeb-Umbach R, Choukri K. European Speech Databases for Telephone Applications. In: ICASSP, Munich. ; 1997.
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1997 | Conference Paper | LibreCat-ID: 11852 |
Langmann D, Fischer A, Wuppermann F, Haeb-Umbach R, Eisele T. Acoustic Front Ends for Speaker-Independent Digit Recognition in Car Environments. In: Eurospeech. ; 1997.
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1997 | Conference Paper | LibreCat-ID: 11855
Langmann D, Wuppermann F, Haeb-Umbach R, Fischer A, Eisele T. Investigation of Acoustic Front Ends for Speaker-Independent Speech Recognition in the Car. In: Aachener Kolloquium on Signal Theory. ; 1997.
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1996 | Conference Paper | LibreCat-ID: 11761 |
Eisele T, Haeb-Umbach R, Langmann D. A Comparative Study of Linear Feature Transformation Techniques for Automatic Speech Recognition. In: ICSLP , Philadelphia. ; 1996.
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1996 | Conference Paper | LibreCat-ID: 11767 |
Gamm S, Haeb-Umbach R, Langmann D. Findings with the Design of a Command-Based Speech Interface for a Voice Mail System. In: IEEE Workshop on Interactive Voice Technology for Telecommunications Applications. ; 1996.
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1996 | Conference Paper | LibreCat-ID: 11853 |
Langmann D, Haeb-Umbach R. FRESCO: The French Telephone Speech Data Collection - Part of the European SpeechDat(M) Project. In: ICSLP, Philadelphia. ; 1996.
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1996 | Conference Paper | LibreCat-ID: 11854
Langmann D, Haeb-Umbach R, Eisele T. Robust Rejection Modeling for a Small-Vocabulary Application. In: ITG Fachtagung Sprachkommunikation, Frankfurt. ; 1996.
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1995 | Conference Paper | LibreCat-ID: 11757 |
Dugast C, Beyerlein P, Haeb-Umbach R. Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition. In: ICASSP, Detroit. ; 1995.
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1995 | Journal Article | LibreCat-ID: 11764
Gamm S, Haeb-Umbach R. User interface design of voice controlled consumer electronics. Philips Journal of Research. 1995.
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1995 | Conference Paper | LibreCat-ID: 11765
Gamm S, Haeb-Umbach R. Human Factors of a Voice-Controlled Car Stereo. In: Eurospeech, Madrid. ; 1995.
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1995 | Conference Paper | LibreCat-ID: 11768
Gamm S, Haeb-Umbach R, Langmann D. The Usability Engineering of a Voice-Controlled Answering Machine. In: International Symposium on Human Factors in Telecommunications, Melbourne. ; 1995.
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1995 | Journal Article | LibreCat-ID: 11786
Haeb-Umbach R, Beyerlein P, Geller D. Speech recognition algorithms for voice control interfaces. Philips Journal of Research. 1995.
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1995 | Conference Paper | LibreCat-ID: 11787 |
Haeb-Umbach R, Beyerlein P, Thelen E. Automatic Transcription of Unknown Words in a Speech Recognition System. In: ICASSP, Detroit. ; 1995.
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1995 | Journal Article | LibreCat-ID: 11905
Steinbiss V, Ney HJ, Aubert XL, et al. The Philips Research system for continuous-speech dictation. Philips Journal of Research. 1995.
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1995 | Journal Article | LibreCat-ID: 11948
Steinbiss V, Ney HJ, Essen U, et al. Continuous speech dictation - From theory to practice. Speech Communication. 1995.
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1994 | Journal Article | LibreCat-ID: 11796
Haeb-Umbach R, Ney H. Improvements in beam search for 10000-word continuous-speech recognition. IEEE Transactions on Speech and Audio Processing. 1994.
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1994 | Conference Paper | LibreCat-ID: 11878
Ney H, Steinbeiss V, Aubert XL, Haeb-Umbach R. Progress in Large-Vocabulary, Continuous Speech Recognition. In: Artifical Intelligence, Progress and Prospects of Speech Research and Technology, Munich. ; 1994.
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