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318 Publications


2012 | Conference Paper | LibreCat-ID: 11745 | OA
Improved Noise Power Spectral Density Tracking by a MAP-based Postprocessor
A. Chinaev, A. Krueger, D.H. Tran Vu, R. Haeb-Umbach, in: 37th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), 2012.
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2012 | Book Chapter | LibreCat-ID: 11844
Reverberant Speech Recognition
A. Krueger, R. Haeb-Umbach, in: Techniques for Noise Robustness in Automatic Speech Recognition, Wiley, 2012.
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2012 | Conference Paper | LibreCat-ID: 11849 | OA
Bayesian Feature Enhancement for ASR of Noisy Reverberant Real-World Data
A. Krueger, O. Walter, V. Leutnant, R. Haeb-Umbach, in: Proc. Interspeech, Portland, USA, 2012.
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2012 | Journal Article | LibreCat-ID: 11863 | OA
Investigations Into a Statistical Observation Model for Logarithmic Mel Power Spectral Density Features of Noisy Reverberant Speech
V. Leutnant, A. Krueger, R. Haeb-Umbach, Speech Communication; 10. ITG Symposium; Proceedings Of (2012) 1–4.
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2012 | Conference Paper | LibreCat-ID: 11864 | OA
A Statistical Observation Model For Noisy Reverberant Speech Features and its Application to Robust ASR
V. Leutnant, A. Krueger, R. Haeb-Umbach, in: Signal Processing, Communications and Computing (ICSPCC), 2012 IEEE International Conference On, 2012.
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2012 | Report | LibreCat-ID: 11865 | OA
Derivation of the Power Compensation Constant in the Observation Model for Reverberant Speech in the Logarithmic Mel Power Spectral Domain
V. Leutnant, A. Krueger, R. Haeb-Umbach, 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
Exploiting Temporal Correlations in Joint Multichannel Speech Separation and Noise Suppression using Hidden Markov Models
D.H. Tran Vu, R. Haeb-Umbach, in: International Workshop on Acoustic Signal Enhancement (IWAENC2012), 2012.
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2012 | Conference Paper | LibreCat-ID: 11833 | OA
Microphone Array Position Self-Calibration from Reverberant Speech Input
F. Jacob, J. Schmalenstroeer, R. Haeb-Umbach, in: International Workshop on Acoustic Signal Enhancement (IWAENC 2012), 2012.
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2012 | Conference Paper | LibreCat-ID: 11925 | OA
Smartphone-Based Sensor Fusion for Improved Vehicular Navigation
O. Walter, J. Schmalenstroeer, A. Engler, R. Haeb-Umbach, in: 9th Workshop on Positioning Navigation and Communication (WPNC 2012), 2012.
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2011 | Conference Paper | LibreCat-ID: 11721 | OA
A Platform for efficient Supply Chain Management Support in Logistics
M. Bevermeier, S. Flanke, R. Haeb-Umbach, J. Stehr, in: International Workshop on Intelligent Transportation (WIT 2011), 2011.
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2011 | Book Chapter | LibreCat-ID: 11774
Uncertainty Decoding and Conditional Bayesian Estimation
R. Haeb-Umbach, in: R. Haeb-Umbach, D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data, Springer, 2011.
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2011 | Book Chapter | LibreCat-ID: 11775
Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz
R. Haeb-Umbach, in: Baustelle Informationsgesellschaft Und Universität Heute, Ferdinand Schoeningh Verlag, Paderborn, 2011.
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2011 | Journal Article | LibreCat-ID: 11807
Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition
T. Herbig, F. Gerl, W. Minker, R. Haeb-Umbach, Evolving Systems 2 (2011) 199–214.
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2011 | Book Chapter | LibreCat-ID: 11843
A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition
A. Krueger, R. Haeb-Umbach, in: R. Haeb-Umbach, D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data, Springer, 2011.
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2011 | Conference Paper | LibreCat-ID: 11845 | OA
MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations
A. Krueger, R. Haeb-Umbach, in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), 2011, pp. 3596–3599.
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2011 | Journal Article | LibreCat-ID: 11850 | OA
Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation
A. Krueger, E. Warsitz, R. Haeb-Umbach, IEEE Transactions on Audio, Speech, and Language Processing 19 (2011) 206–219.
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2011 | Book Chapter | LibreCat-ID: 11856
Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition
V. Leutnant, R. Haeb-Umbach, in: R. Haeb-Umbach, D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data, Springer, 2011.
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2011 | Conference Paper | LibreCat-ID: 11866 | OA
A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR
V. Leutnant, A. Krueger, R. Haeb-Umbach, in: Interspeech 2011, 2011.
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2011 | Conference Paper | LibreCat-ID: 11911 | OA
On Initial Seed Selection for Frequency Domain Blind Speech Separation
D.H. Tran Vu, R. Haeb-Umbach, in: Interspeech 2011, 2011.
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2011 | Book (Editor) | LibreCat-ID: 11945 | OA
Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications
D. Kolossa, R. Haeb-Umbach, eds., Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications, Springer, 2011.
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2011 | Conference Paper | LibreCat-ID: 11889 | OA
Unsupervised learning of acoustic events using dynamic time warping and hierarchical K-means++ clustering
J. Schmalenstroeer, M. Bartek, R. Haeb-Umbach, in: Interspeech 2011, 2011.
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2011 | Conference Paper | LibreCat-ID: 11896 | OA
Unsupervised Geometry Calibration of Acoustic Sensor Networks Using Source Correspondences
J. Schmalenstroeer, F. Jacob, R. Haeb-Umbach, M. Hennecke, G.A. Fink, in: Interspeech 2011, 2011.
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2011 | Conference Paper | LibreCat-ID: 9456 | OA
Investigations into Features for Robust Classification into Broad Acoustic Categories
J. Schmalenstroeer, M. Bartek, R. Haeb-Umbach, in: 37. Deutsche Jahrestagung Fuer Akustik (DAGA 2011), 2011.
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2010 | Conference Paper | LibreCat-ID: 11726 | OA
Barometric height estimation combined with map-matching in a loosely-coupled Kalman-filter
M. Bevermeier, O. Walter, S. Peschke, R. Haeb-Umbach, in: 7th Workshop on Positioning Navigation and Communication (WPNC 2010), 2010, pp. 128–134.
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2010 | Journal Article | LibreCat-ID: 11846 | OA
Model-Based Feature Enhancement for Reverberant Speech Recognition
A. Krueger, R. Haeb-Umbach, IEEE Transactions on Audio, Speech, and Language Processing 18 (2010) 1692–1707.
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2010 | Conference Paper | LibreCat-ID: 11857 | OA
Options for Modelling Temporal Statistical Dependencies in an Acoustic Model for ASR
V. Leutnant, R. Haeb-Umbach, in: 36. Deutsche Jahrestagung Fuer Akustik (DAGA 2010), 2010.
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2010 | Conference Paper | LibreCat-ID: 11858 | OA
On the Exploitation of Hidden Markov Models and Linear Dynamic Models in a Hybrid Decoder Architecture for Continuous Speech Recognition
V. Leutnant, R. Haeb-Umbach, in: Interspeech 2010, 2010.
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2010 | Conference Paper | LibreCat-ID: 11887 | OA
Ungrounded Independent Non-Negative Factor Analysis
B. Raj, K.W. Wilson, A. Krueger, R. Haeb-Umbach, in: Interspeech 2010, 2010.
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2010 | Conference Paper | LibreCat-ID: 11912 | OA
An EM Approach to Integrated Multichannel Speech Separation and Noise Suppression
D.H. Tran Vu, R. Haeb-Umbach, in: International Workshop on Acoustic Echo and Noise Control (IWAENC 2010), 2010.
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2010 | Conference Paper | LibreCat-ID: 11913 | OA
Blind speech separation employing directional statistics in an Expectation Maximization framework
D.H. Tran Vu, R. Haeb-Umbach, in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), 2010, pp. 241–244.
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2010 | Journal Article | LibreCat-ID: 11892 | OA
Online Diarization of Streaming Audio-Visual Data for Smart Environments
J. Schmalenstroeer, R. Haeb-Umbach, IEEE Journal of Selected Topics in Signal Processing 4 (2010) 845–856.
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2009 | Conference Paper | LibreCat-ID: 11723 | OA
Robust vehicle localization based on multi-level sensor fusion and online parameter estimation
M. Bevermeier, S. Peschke, R. Haeb-Umbach, in: 6th Workshop on Positioning Navigation and Communication (WPNC 2009), 2009, pp. 235–242.
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2009 | Conference Paper | LibreCat-ID: 11724 | OA
Joint Parameter Estimation and Tracking in a Multi-Stage Kalman Filter for Vehicle Positioning
M. Bevermeier, S. Peschke, R. Haeb-Umbach, in: IEEE 69th Vehicular Technology Conference (VTC 2009 Spring), 2009, pp. 1–5.
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2009 | Conference Paper | LibreCat-ID: 11725 | OA
Eine Plattform fuer Mehrwertdienste im Bereich Logistik - Drahtlose Fahrzeug- und Laderaumueberwachung fuer LKW mit Hilfe einer Maut-On-Board Unit
M. Bevermeier, S. Peschke, R. Haeb-Umbach, in: DGON Navigationskonvent 2009, 2009.
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2009 | Conference Paper | LibreCat-ID: 11847 | OA
Model based feature enhancement for automatic speech recognition in reverberant environments
A. Krueger, R. Haeb-Umbach, in: Interspeech 2009, 2009.
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2009 | Conference Paper | LibreCat-ID: 11859 | OA
On the Estimation and Use of Feature Reliability Information for Noise Robust Speech Recognition
V. Leutnant, R. Haeb-Umbach, in: International Conference on Acoustics (NAG/DAGA 2009), 2009.
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2009 | Conference Paper | LibreCat-ID: 11860 | OA
An analytic derivation of a phase-sensitive observation model for noise robust speech recognition
V. Leutnant, R. Haeb-Umbach, in: Interspeech 2009, 2009.
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2009 | Conference Paper | LibreCat-ID: 11881 | OA
A GPS positioning approach exploiting GSM velocity estimates
S. Peschke, M. Bevermeier, R. Haeb-Umbach, in: 6th Workshop on Positioning Navigation and Communication (WPNC 2009), 2009, pp. 195–202.
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2009 | Conference Paper | LibreCat-ID: 11882 | OA
Verbesserung von GPS-basierter Ortung durch GSM-Geschwindigkeitsschaetzungen
S. Peschke, M. Bevermeier, R. Haeb-Umbach, in: DGON Navigationskonvent 2009, 2009.
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2009 | Journal Article | LibreCat-ID: 11937 | OA
Approaches to Iterative Speech Feature Enhancement and Recognition
S. Windmann, R. Haeb-Umbach, IEEE Transactions on Audio, Speech, and Language Processing 17 (2009) 974–984.
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2009 | Journal Article | LibreCat-ID: 11938 | OA
Parameter Estimation of a State-Space Model of Noise for Robust Speech Recognition
S. Windmann, R. Haeb-Umbach, IEEE Transactions on Audio, Speech, and Language Processing 17 (2009) 1577–1590.
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2009 | Conference Paper | LibreCat-ID: 11900 | OA
Audio-Visual Data Processing for Ambient Communication
J. Schmalenstroeer, V. Leutnant, R. Haeb-Umbach, 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 | OA
A hierarchical approach to unsupervised shape calibration of microphone array networks
M. Hennecke, T. Ploetz, G.A. Fink, J. Schmalenstroeer, R. Haeb-Umbach, in: IEEE/SP 15th Workshop on Statistical Signal Processing (SSP 2009), 2009, pp. 257–260.
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2009 | Conference Paper | LibreCat-ID: 11899 | OA
Fusing Audio and Video Information for Online Speaker Diarization
J. Schmalenstroeer, M. Kelling, V. Leutnant, R. Haeb-Umbach, in: Interspeech 2009, 2009.
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2008 | Journal Article | LibreCat-ID: 11776 | OA
Uncertainty Decoding in Automatic Speech Recognition
R. Haeb-Umbach, 2008 ITG Conference on Voice Communication (SprachKommunikation) (2008) 1–7.
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2008 | Book Chapter | LibreCat-ID: 11789 | OA
Error Concealement
R. Haeb-Umbach, V. Ion, in: B. Lindenberg, Z.-H. Tan (Eds.), Automatic Speech Recognition on Mobile Devices and over Communication Networks, Springer, 2008, pp. 187–210.
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2008 | Journal Article | LibreCat-ID: 11820 | OA
A Novel Uncertainty Decoding Rule With Applications to Transmission Error Robust Speech Recognition
V. Ion, R. Haeb-Umbach, IEEE Transactions on Audio, Speech, and Language Processing 16 (2008) 1047–1060.
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2008 | Journal Article | LibreCat-ID: 11821 | OA
Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition
V. Ion, R. Haeb-Umbach, 2008 ITG Conference on Voice Communication (SprachKommunikation) (2008) 1–4.
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2008 | Conference Paper | LibreCat-ID: 11851 | OA
Blinde Akustische Strahlformung fuer Anwendungen im KFZ
A. Krueger, E. Warsitz, R. Haeb-Umbach, in: 34. Deutsche Jahrestagung Fuer Akustik (DAGA 2008), 2008.
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2008 | Journal Article | LibreCat-ID: 11914 | OA
Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming
D.H. Tran Vu, R. Haeb-Umbach, 2008 ITG Conference on Voice Communication (SprachKommunikation) (2008) 1–4.
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