Lukas Drude

ldrude@mail.uni-paderborn.de
ID
11213

32 Publications

Mark all

[32]
2019 | Conference Paper | LibreCat-ID: 11965 | OA
Drude, Lukas, et al. “Unsupervised Training of Neural Mask-Based Beamforming.” INTERSPEECH 2019, Graz, Austria, 2019.
LibreCat | Files available
 
[31]
2019 | Conference Paper | LibreCat-ID: 12874 | OA
Drude, Lukas, et al. “Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation.” ICASSP 2019, Brighton, UK, 2019.
LibreCat | Files available
 
[30]
2019 | Conference Paper | LibreCat-ID: 12875 | OA
Heymann, Jahn, et al. “Joint Optimization of Neural Network-Based WPE Dereverberation and Acoustic Model for Robust Online ASR.” ICASSP 2019, Brighton, UK, 2019.
LibreCat | Files available
 
[29]
2019 | Conference Paper | LibreCat-ID: 12876 | OA
Kurz, Gerhard, et al. “Directional Statistics and Filtering Using LibDirectional.” Journal of Statistical Software 89(4), 2019.
LibreCat | Files available
 
[28]
2019 | Journal Article | LibreCat-ID: 12890 | OA
Drude, Lukas, and Reinhold Haeb-Umbach. “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.
LibreCat | Files available | DOI
 
[27]
2019 | Conference Paper | LibreCat-ID: 15796 | OA
Ebbers, Janek, et al. “Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks.” CAMSAP 2019, Guadeloupe, West Indies, 2019.
LibreCat | Files available
 
[26]
2018 | Conference Paper | LibreCat-ID: 11835 | OA
Heymann, Jahn, et al. “Frame-Online DNN-WPE Dereverberation.” IWAENC 2018, Tokio, Japan, 2018.
LibreCat | Files available | Download (ext.)
 
[25]
2018 | Conference Paper | LibreCat-ID: 11872 | OA
Drude, Lukas, et al. “Integration Neural Network Based Beamforming and Weighted Prediction Error Dereverberation.” INTERSPEECH 2018, Hyderabad, India, 2018.
LibreCat | Files available | Download (ext.)
 
[24]
2018 | Conference Paper | LibreCat-ID: 11873 | OA
Drude, Lukas, et al. “NARA-WPE: A Python Package for Weighted Prediction Error Dereverberation in Numpy and Tensorflow for Online and Offline Processing.” ITG 2018, Oldenburg, Germany, 2018.
LibreCat | Files available | Download (ext.)
 
[23]
2018 | Conference Paper | LibreCat-ID: 12898 | OA
Drude, Lukas, et al. “Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation.” ICASSP 2018, Calgary, Canada, 2018.
LibreCat | Files available | Download (ext.)
 
[22]
2018 | Conference Paper | LibreCat-ID: 12900 | OA
Drude, Lukas, et al. “Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation.” ICASSP 2018, Calgary, Canada, 2018.
LibreCat | Files available | Download (ext.)
 
[21]
2018 | Conference Paper | LibreCat-ID: 12899 | OA
Boeddeker, Christoph, et al. “Front-End Processing for the CHiME-5 Dinner Party Scenario.” Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India, 2018.
LibreCat | Files available | Download (ext.)
 
[20]
2018 | Conference Paper | LibreCat-ID: 11876 | OA
Kitza, Markus, et al. “The RWTH/UPB System Combination for the CHiME 2018 Workshop.” Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India, 2018.
LibreCat | Download (ext.)
 
[19]
2017 | Report | LibreCat-ID: 11735 | OA
Boeddeker, Christoph, et al. On the Computation of Complex-Valued Gradients with Application to Statistically Optimum Beamforming. 2017.
LibreCat | Download (ext.)
 
[18]
2017 | Conference Paper | LibreCat-ID: 11736 | OA
Boeddeker, Christoph, et al. “Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.
LibreCat | Download (ext.)
 
[17]
2017 | Conference Paper | LibreCat-ID: 11754 | OA
Drude, Lukas, and Reinhold Haeb-Umbach. “Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings.” INTERSPEECH 2017, Stockholm, Schweden, 2017.
LibreCat | Files available | Download (ext.)
 
[16]
2017 | Conference Paper | LibreCat-ID: 11809 | OA
Heymann, Jahn, et al. “BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.
LibreCat | Files available | Download (ext.)
 
[15]
2017 | Journal Article | LibreCat-ID: 11811 | OA
Heymann, Jahn, et al. “A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing.” Computer Speech and Language, 2017.
LibreCat | Download (ext.)
 
[14]
2017 | Conference Paper | LibreCat-ID: 11759 | OA
Ebbers, Janek, et al. “Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery.” INTERSPEECH 2017, Stockholm, Schweden, 2017.
LibreCat | Files available | Download (ext.)
 
[13]
2017 | Conference Paper | LibreCat-ID: 11895 | OA
Schmalenstroeer, Joerg, et al. “Multi-Stage Coherence Drift Based Sampling Rate Synchronization for Acoustic Beamforming.” IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), 2017.
LibreCat | Files available | Download (ext.)
 
[12]
2016 | Conference Paper | LibreCat-ID: 11744 | OA
Chinaev, Aleksej, et al. “Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs.” 12. ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
LibreCat | Files available | Download (ext.)
 
[11]
2016 | Conference Paper | LibreCat-ID: 11751 | OA
Drude, Lukas, et al. “Blind Speech Separation Based on Complex Spherical K-Mode Clustering.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2016.
LibreCat | Files available | Download (ext.)
 
[10]
2016 | Conference Paper | LibreCat-ID: 11756 | OA
Drude, Lukas, et al. “On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement.” INTERSPEECH 2016, San Francisco, USA, 2016.
LibreCat | Files available | Download (ext.)
 
[9]
2016 | Conference Paper | LibreCat-ID: 11771 | OA
Glarner, Thomas, et al. “Factor Graph Decoding for Speech Presence Probability Estimation.” 12. ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
LibreCat | Files available | Download (ext.)
 
[8]
2016 | Conference Paper | LibreCat-ID: 11812 | OA
Heymann, Jahn, et al. “Neural Network Based Spectral Mask Estimation for Acoustic Beamforming.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2016.
LibreCat | Files available | Download (ext.)
 
[7]
2016 | Conference Paper | LibreCat-ID: 11834 | OA
Heymann, Jahn, et al. “Wide Residual BLSTM Network with Discriminative Speaker Adaptation for Robust Speech Recognition.” Computer Speech and Language, 2016.
LibreCat | Files available | Download (ext.)
 
[6]
2016 | Conference Paper | LibreCat-ID: 11908 | OA
Menne, Tobias, et al. “The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation.” Computer Speech and Language, 2016.
LibreCat | Download (ext.)
 
[5]
2015 | Conference Paper | LibreCat-ID: 11755 | OA
Drude, Lukas, et al. “DOA-Estimation Based on a Complex Watson Kernel Method.” 23th European Signal Processing Conference (EUSIPCO 2015), 2015.
LibreCat | Files available | Download (ext.)
 
[4]
2015 | Conference Paper | LibreCat-ID: 11810
Heymann, Jahn, et al. “BLSTM Supported GEV Beamformer Front-End for the 3RD CHiME Challenge.” Automatic Speech Recognition and Understanding Workshop (ASRU 2015), 2015.
LibreCat
 
[3]
2015 | Conference Paper | LibreCat-ID: 11919 | OA
Walter, Oliver, et al. “Source Counting in Speech Mixtures by Nonparametric Bayesian Estimation of an Infinite Gaussian Mixture Model.” 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), 2015.
LibreCat | Files available | Download (ext.)
 
[2]
2014 | Conference Paper | LibreCat-ID: 11752 | OA
Drude, Lukas, et al. “Source Counting in Speech Mixtures Using a Variational EM Approach for Complexwatson Mixture Models.” 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), 2014.
LibreCat | Files available | Download (ext.)
 
[1]
2014 | Conference Paper | LibreCat-ID: 11753 | OA
Drude, Lukas, et al. “Towards Online Source Counting in Speech Mixtures Applying a Variational EM for Complex Watson Mixture Models.” 14th International Workshop on Acoustic Signal Enhancement (IWAENC 2014), 2014, pp. 213–17.
LibreCat | Files available | Download (ext.)
 
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32 Publications

Mark all

[32]
2019 | Conference Paper | LibreCat-ID: 11965 | OA
Drude, Lukas, et al. “Unsupervised Training of Neural Mask-Based Beamforming.” INTERSPEECH 2019, Graz, Austria, 2019.
LibreCat | Files available
 
[31]
2019 | Conference Paper | LibreCat-ID: 12874 | OA
Drude, Lukas, et al. “Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation.” ICASSP 2019, Brighton, UK, 2019.
LibreCat | Files available
 
[30]
2019 | Conference Paper | LibreCat-ID: 12875 | OA
Heymann, Jahn, et al. “Joint Optimization of Neural Network-Based WPE Dereverberation and Acoustic Model for Robust Online ASR.” ICASSP 2019, Brighton, UK, 2019.
LibreCat | Files available
 
[29]
2019 | Conference Paper | LibreCat-ID: 12876 | OA
Kurz, Gerhard, et al. “Directional Statistics and Filtering Using LibDirectional.” Journal of Statistical Software 89(4), 2019.
LibreCat | Files available
 
[28]
2019 | Journal Article | LibreCat-ID: 12890 | OA
Drude, Lukas, and Reinhold Haeb-Umbach. “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.
LibreCat | Files available | DOI
 
[27]
2019 | Conference Paper | LibreCat-ID: 15796 | OA
Ebbers, Janek, et al. “Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks.” CAMSAP 2019, Guadeloupe, West Indies, 2019.
LibreCat | Files available
 
[26]
2018 | Conference Paper | LibreCat-ID: 11835 | OA
Heymann, Jahn, et al. “Frame-Online DNN-WPE Dereverberation.” IWAENC 2018, Tokio, Japan, 2018.
LibreCat | Files available | Download (ext.)
 
[25]
2018 | Conference Paper | LibreCat-ID: 11872 | OA
Drude, Lukas, et al. “Integration Neural Network Based Beamforming and Weighted Prediction Error Dereverberation.” INTERSPEECH 2018, Hyderabad, India, 2018.
LibreCat | Files available | Download (ext.)
 
[24]
2018 | Conference Paper | LibreCat-ID: 11873 | OA
Drude, Lukas, et al. “NARA-WPE: A Python Package for Weighted Prediction Error Dereverberation in Numpy and Tensorflow for Online and Offline Processing.” ITG 2018, Oldenburg, Germany, 2018.
LibreCat | Files available | Download (ext.)
 
[23]
2018 | Conference Paper | LibreCat-ID: 12898 | OA
Drude, Lukas, et al. “Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation.” ICASSP 2018, Calgary, Canada, 2018.
LibreCat | Files available | Download (ext.)
 
[22]
2018 | Conference Paper | LibreCat-ID: 12900 | OA
Drude, Lukas, et al. “Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation.” ICASSP 2018, Calgary, Canada, 2018.
LibreCat | Files available | Download (ext.)
 
[21]
2018 | Conference Paper | LibreCat-ID: 12899 | OA
Boeddeker, Christoph, et al. “Front-End Processing for the CHiME-5 Dinner Party Scenario.” Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India, 2018.
LibreCat | Files available | Download (ext.)
 
[20]
2018 | Conference Paper | LibreCat-ID: 11876 | OA
Kitza, Markus, et al. “The RWTH/UPB System Combination for the CHiME 2018 Workshop.” Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India, 2018.
LibreCat | Download (ext.)
 
[19]
2017 | Report | LibreCat-ID: 11735 | OA
Boeddeker, Christoph, et al. On the Computation of Complex-Valued Gradients with Application to Statistically Optimum Beamforming. 2017.
LibreCat | Download (ext.)
 
[18]
2017 | Conference Paper | LibreCat-ID: 11736 | OA
Boeddeker, Christoph, et al. “Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.
LibreCat | Download (ext.)
 
[17]
2017 | Conference Paper | LibreCat-ID: 11754 | OA
Drude, Lukas, and Reinhold Haeb-Umbach. “Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings.” INTERSPEECH 2017, Stockholm, Schweden, 2017.
LibreCat | Files available | Download (ext.)
 
[16]
2017 | Conference Paper | LibreCat-ID: 11809 | OA
Heymann, Jahn, et al. “BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.
LibreCat | Files available | Download (ext.)
 
[15]
2017 | Journal Article | LibreCat-ID: 11811 | OA
Heymann, Jahn, et al. “A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing.” Computer Speech and Language, 2017.
LibreCat | Download (ext.)
 
[14]
2017 | Conference Paper | LibreCat-ID: 11759 | OA
Ebbers, Janek, et al. “Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery.” INTERSPEECH 2017, Stockholm, Schweden, 2017.
LibreCat | Files available | Download (ext.)
 
[13]
2017 | Conference Paper | LibreCat-ID: 11895 | OA
Schmalenstroeer, Joerg, et al. “Multi-Stage Coherence Drift Based Sampling Rate Synchronization for Acoustic Beamforming.” IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), 2017.
LibreCat | Files available | Download (ext.)
 
[12]
2016 | Conference Paper | LibreCat-ID: 11744 | OA
Chinaev, Aleksej, et al. “Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs.” 12. ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
LibreCat | Files available | Download (ext.)
 
[11]
2016 | Conference Paper | LibreCat-ID: 11751 | OA
Drude, Lukas, et al. “Blind Speech Separation Based on Complex Spherical K-Mode Clustering.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2016.
LibreCat | Files available | Download (ext.)
 
[10]
2016 | Conference Paper | LibreCat-ID: 11756 | OA
Drude, Lukas, et al. “On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement.” INTERSPEECH 2016, San Francisco, USA, 2016.
LibreCat | Files available | Download (ext.)
 
[9]
2016 | Conference Paper | LibreCat-ID: 11771 | OA
Glarner, Thomas, et al. “Factor Graph Decoding for Speech Presence Probability Estimation.” 12. ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
LibreCat | Files available | Download (ext.)
 
[8]
2016 | Conference Paper | LibreCat-ID: 11812 | OA
Heymann, Jahn, et al. “Neural Network Based Spectral Mask Estimation for Acoustic Beamforming.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2016.
LibreCat | Files available | Download (ext.)
 
[7]
2016 | Conference Paper | LibreCat-ID: 11834 | OA
Heymann, Jahn, et al. “Wide Residual BLSTM Network with Discriminative Speaker Adaptation for Robust Speech Recognition.” Computer Speech and Language, 2016.
LibreCat | Files available | Download (ext.)
 
[6]
2016 | Conference Paper | LibreCat-ID: 11908 | OA
Menne, Tobias, et al. “The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation.” Computer Speech and Language, 2016.
LibreCat | Download (ext.)
 
[5]
2015 | Conference Paper | LibreCat-ID: 11755 | OA
Drude, Lukas, et al. “DOA-Estimation Based on a Complex Watson Kernel Method.” 23th European Signal Processing Conference (EUSIPCO 2015), 2015.
LibreCat | Files available | Download (ext.)
 
[4]
2015 | Conference Paper | LibreCat-ID: 11810
Heymann, Jahn, et al. “BLSTM Supported GEV Beamformer Front-End for the 3RD CHiME Challenge.” Automatic Speech Recognition and Understanding Workshop (ASRU 2015), 2015.
LibreCat
 
[3]
2015 | Conference Paper | LibreCat-ID: 11919 | OA
Walter, Oliver, et al. “Source Counting in Speech Mixtures by Nonparametric Bayesian Estimation of an Infinite Gaussian Mixture Model.” 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), 2015.
LibreCat | Files available | Download (ext.)
 
[2]
2014 | Conference Paper | LibreCat-ID: 11752 | OA
Drude, Lukas, et al. “Source Counting in Speech Mixtures Using a Variational EM Approach for Complexwatson Mixture Models.” 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), 2014.
LibreCat | Files available | Download (ext.)
 
[1]
2014 | Conference Paper | LibreCat-ID: 11753 | OA
Drude, Lukas, et al. “Towards Online Source Counting in Speech Mixtures Applying a Variational EM for Complex Watson Mixture Models.” 14th International Workshop on Acoustic Signal Enhancement (IWAENC 2014), 2014, pp. 213–17.
LibreCat | Files available | Download (ext.)
 
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Search

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Display / Sort

Citation Style: MLA

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