Rainer Martin
Orcid: 0000-0002-9587-4215Affiliations:
- Ruhr University Bochum, Institute of Communication Acoustics, Germany
- TU Braunschweig, Germany
- AT&T Speech and Image Processing Services Research Lab, Florham Park, NJ, USA
- RWTH Aachen University of Technology, Institute of Communication Systems and Data Processing (IND), Germany (PhD 1996)
According to our database1,
Rainer Martin
authored at least 152 papers
between 1987 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
On csauthors.net:
Bibliography
2023
Signal processing and machine learning for speech and audio in acoustic sensor networks.
EURASIP J. Audio Speech Music. Process., December, 2023
Database of Simulated Room Impulse Responses for Acoustic Sensor Networks Deployed in Complex Multi-Source Acoustic Environments.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
First-Order Recursive Smoothing of Short-Time Power Spectra in the Presence of Interference.
IEEE Signal Process. Lett., 2022
Spectral sparsification of speech signals and its interaction with top-down mechanisms in adult cochlear implant users.
Speech Commun., 2022
Dual-Compression Neural Network with Optimized Output Weighting For Improved Single-Channel Speech Enhancement.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022
A State-Space Recurrent Neural Network Model for Dynamical Loudspeaker System Identification.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022
Accelerated Unsupervised Clustering in Acoustic Sensor Networks Using Federated Learning and a Variational Autoencoder.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022
Proceedings of the Interspeech 2022, 2022
On Spectral and Temporal Sparsification of Speech Signals for the Improvement of Speech Perception in CI Listeners.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Privacy-Preserving Audio Classification Using Variational Information Feature Extraction.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments.
Proceedings of the 29th European Signal Processing Conference, 2021
Analysis and Improvements of the Cepstrum Method for Fundamental Frequency Estimation in Music Signals.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Harmonic/Percussive Sound Separation and Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Signal Process. Mag., 2019
Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification.
Proceedings of the Interspeech 2019, 2019
Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification.
Proceedings of the Interspeech 2019, 2019
Direct-to-reverberant Energy Ratio Estimation Based on Interaural Coherence and a Joint ITD/ILD Model.
Proceedings of the IEEE International Conference on Acoustics, 2019
Privacy-aware Feature Extraction for Gender Discrimination versus Speaker Identification.
Proceedings of the IEEE International Conference on Acoustics, 2019
Spectral Complexity Reduction of Music Signals for Cochlear Implant Users based on Subspace Tracking.
Proceedings of the 27th European Signal Processing Conference, 2019
Model-based Optimization of a Low-dimensional Modulation Filter Bank for DRR and T60 Estimation.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features.
IEEE Trans. Neural Networks Learn. Syst., 2018
Binaural Speaker Localization Integrated Into an Adaptive Beamformer for Hearing Aids.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
A Noise Reduction Postfilter for Binaurally Linked Single-Microphone Hearing Aids Utilizing a Nearby External Microphone.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Binaural Source Localization based on Modulation-Domain Features and Decision Pooling.
CoRR, 2018
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Binaural Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
A Relative-Transfer-Function-based Post-Filter for Speech Enhancement in Hearing Aids using a Nearby External Microphone.
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction.
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
Source separation by fuzzy-membership value aware beamforming and masking in ad hoc arrays.
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
2017
A computational study of auditory models in music recognition tasks for normal-hearing and hearing-impaired listeners.
EURASIP J. Audio Speech Music. Process., 2017
Analysis of temporal aggregation and dimensionality reduction on feature sets for speaker identification in wireless acoustic sensor networks.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017
A feature-based linear regression model for predicting perceptual ratings of music by cochlear implant listeners.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Segmentation of music signals based on explained variance ratio for applications in spectral complexity reduction.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
New insights into the role of the head radius in model-based binaural speaker localization.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
A Frequency-Domain Adaptive Line Enhancer With Step-Size Control Based on Mutual Information for Harmonic Noise Reduction.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Spectral Complexity Reduction of Music Signals for Mitigating Effects of Cochlear Hearing Loss.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016
Binaural speaker localization and separation based on a joint ITD/ILD model and head movement tracking.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 12th ITG Symposium on Speech Communication, 2016
A Model-Based Placement Strategy for a Nearby External Microphone for Speech Enhancement in Hearing Aids.
Proceedings of the 12th ITG Symposium on Speech Communication, 2016
Proceedings of the 12th ITG Symposium on Speech Communication, 2016
Estimating Source Dominated Microphone Clusters in Ad-Hoc Microphone Arrays by Fuzzy Clustering in the Feature Space.
Proceedings of the 12th ITG Symposium on Speech Communication, 2016
2015
Two-Stage Filter-Bank System for Improved Single-Channel Noise Reduction in Hearing Aids.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Classification of reverberant audio signals using clustered ad hoc distributed microphones.
Signal Process., 2015
Reduction of reverberation effects in the MFCC modulation spectrum for improved classification of acoustic signals.
Proceedings of the INTERSPEECH 2015, 2015
Multi-channel speaker localization and separation using a model-based GSC and an inertial measurement unit.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Binaural speech enhancement with instantaneous coherence smoothing using the cepstral correlation coefficient.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Optimization of amplitude modulation features for low-resource acoustic scene classification.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Objective Intelligibility Measures Based on Mutual Information for Speech Subjected to Speech Enhancement Processing.
IEEE ACM Trans. Audio Speech Lang. Process., 2014
IEEE ACM Trans. Audio Speech Lang. Process., 2014
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Signal Process., 2014
A negentropy based adaptive line enhancer for single-channel noise reduction at low SNR conditions.
Proceedings of the IEEE International Conference on Acoustics, 2014
Nonlinear estimation of missing ΔLSF parameters by a mixture of Dirichlet distributions.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
A hierarchical approach for the online, on-board detection and localisation of brake squeal using microphone arrays.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Linear Combining of Audio Features for Signal Classification in Ad-hoc Microphone Arrays.
Proceedings of the 11th ITG Symposium on Speech Communication, 2014
2013
IEEE Trans. Speech Audio Process., 2013
IEEE Signal Process. Lett., 2013
Integration of beamforming and uncertainty-of-observation techniques for robust ASR in multi-source environments.
Comput. Speech Lang., 2013
Keynote addresses: From auditory masking to binary classification: Machine learning for speech separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013
Speech enhancement for hearing instruments: Enabling communication in adverse conditions.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013
Dual-channel noise reduction based on a mixture of circular-symmetric complex Gaussians on unit hypersphere.
Proceedings of the IEEE International Conference on Acoustics, 2013
Online inter-frame correlation estimation methods for speech enhancement in frequency subbands.
Proceedings of the IEEE International Conference on Acoustics, 2013
Audio signal classification in reverberant environments based on fuzzy-clustered ad-hoc microphone arrays.
Proceedings of the IEEE International Conference on Acoustics, 2013
Improved single-channel nonstationary noise tracking by an optimized MAP-based postprocessor.
Proceedings of the IEEE International Conference on Acoustics, 2013
Adaptive binaural noise reduction based on matched-filter equalization and post-filtering.
Proceedings of the IEEE International Conference on Acoustics, 2013
Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
2012
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012
Distortionless-Response vs. Matched-Filter-Array Processing for Adaptive Binaural Noise Reduction.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012
Proceedings of the INTERSPEECH 2012, 2012
Proceedings of the INTERSPEECH 2012, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Subjective and objective quality assessment of single-channel speech separation algorithms.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
On the construction of window functions with constant-overlap-add constraint for arbitrary window shifts.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Model-Driven Speech Enhancement for Multisource Reverberant Environment (Signal Separation Evaluation Campaign (SiSEC) 2011).
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
Detection of stop consonants in continuous noisy speech based on an extrapolation technique.
Proceedings of the 20th European Signal Processing Conference, 2012
An Investigation on Mutual Information for the Linear Predictive System and the Extrapolation of Speech Signals.
Proceedings of the 10th ITG Conference on Speech Communication, 2012
Efficient Implementation of Single-Channel Noise Reduction for Hearing Aids Using a Cascaded Filter-Bank.
Proceedings of the 10th ITG Conference on Speech Communication, 2012
Voice Activity Detection, Noise Estimation, and Adaptive Filters for Acoustic Signal Enhancement.
Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012
2011
A Versatile Framework for Speaker Separation Using a Model-Based Speaker Localization Approach.
IEEE Trans. Speech Audio Process., 2011
Analysis of the Decision-Directed SNR Estimator for Speech Enhancement With Respect to Low-SNR and Transient Conditions.
IEEE Trans. Speech Audio Process., 2011
An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments.
Proceedings of the IEEE International Conference on Acoustics, 2011
Hierarchical audio classification using cepstral modulation ratio regressions based on Legendre polynomials.
Proceedings of the IEEE International Conference on Acoustics, 2011
A model-based auditory scene analysis approach and its application to speech source localization.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Musical genre classification based on a highly-resolved cepstral modulation spectrum.
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
A New Performance Criterion for Microphone Array Geometries and Filterand- Sum Beamforming.
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
2009
On the statistics of spectral amplitudes after variance reduction by temporal cepstrum smoothing and cepstral nulling.
IEEE Trans. Signal Process., 2009
Improved Reproduction of Stops in Noise Reduction Systems with Adaptive Windows and Nonstationarity Detection.
EURASIP J. Adv. Signal Process., 2009
Cepstral modulation ratio regression (CMRARE) parameters for audio signal analysis and classification.
Proceedings of the IEEE International Conference on Acoustics, 2009
Multi-microphone maximum a posteriori fundamental frequency estimation in the cepstral domain.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Improved A Posteriori Speech Presence Probability Estimation Based on a Likelihood Ratio With Fixed Priors.
IEEE Trans. Speech Audio Process., 2008
Proceedings of the 10th Conference on Human-Computer Interaction with Mobile Devices and Services, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Parameterized MMSE spectral magnitude estimation for the enhancement of noisy speech.
Proceedings of the IEEE International Conference on Acoustics, 2008
A novel a priori SNR estimation approach based on selective cepstro-temporal smoothing.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
MAP Estimators for Speech Enhancement Under Normal and Rayleigh Inverse Gaussian Distributions.
IEEE Trans. Speech Audio Process., 2007
Cepstral Smoothing of Spectral Filter Gains for Speech Enhancement Without Musical Noise.
IEEE Signal Process. Lett., 2007
Proceedings of the INTERSPEECH 2007, 2007
A low delay, variable resolution, perfect reconstruction spectral analysis-synthesis system for speech enhancement.
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Bias compensation methods for minimum statistics noise power spectral density estimation.
Signal Process., 2006
Proceedings of the INTERSPEECH 2006, 2006
Statistical analysis and performance of DFT domain noise reduction filters for robust speech recognition.
Proceedings of the INTERSPEECH 2006, 2006
2005
Speech Enhancement Based on Minimum Mean-Square Error Estimation and Supergaussian Priors.
IEEE Trans. Speech Audio Process., 2005
Proceedings of the INTERSPEECH 2005, 2005
2004
EURASIP J. Adv. Signal Process., 2004
2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
A psychoacoustic approach to combined acoustic echo cancellation and noise reduction.
IEEE Trans. Speech Audio Process., 2002
Partitioned residual echo power estimation for frequency-domain acoustic echo cancellation and postfiltering.
Eur. Trans. Telecommun., 2002
Speech enhancement using MMSE short time spectral estimation with gamma distributed speech priors.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Noise power spectral density estimation based on optimal smoothing and minimum statistics.
IEEE Trans. Speech Audio Process., 2001
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the Microphone Arrays - Signal Processing Techniques and Applications, 2001
2000
A Noise Suppression System for the AMR Speech Codec.
Proceedings of the KONVENS 2000 / Sprachkommunikation, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Low delay analysis/synthesis schemes for joint speech enhancement and low bit rate speech coding.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
1998
Signal Process., 1998
1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
1996
Combined acoustic echo control and noise reduction for hands-free telephony - State of the art and perspectives.
Proceedings of the 8th European Signal Processing Conference, 1996
Proceedings of the 8th European Signal Processing Conference, 1996
1995
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1993
Proceedings of the Third European Conference on Speech Communication and Technology, 1993
1988
Proceedings of the Simulationstechnik, 1988
1987
Proceedings of the ASST '87, 1987