Rainer Martin

ORCID

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 59

Top Venues

ICASSP

IEEE ACM Trans. Audio Speech Lang. Process.

ITG Symposium on Speech Communication

EUSIPCO

Publications

Walter Kellermann, Rainer Martin, Nobutaka Ono
Signal processing and machine learning for speech and audio in acoustic sensor networks. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Rene Glitza, Luca Becker, Alexandru Nelus, Rainer Martin
Database of Simulated Room Impulse Responses for Acoustic Sensor Networks Deployed in Complex Multi-Source Acoustic Environments. EUSIPCO (2023)
Gerald Enzner, Christoph Urbanietz, Rainer Martin
Optimized Learning of Spatial-Fourier Representations from Fast HRIR Recordings. EUSIPCO (2022)
Christian Gruber, Gerald Enzner, Rainer Martin
A State-Space Recurrent Neural Network Model for Dynamical Loudspeaker System Identification. IWAENC (2022)
Timm Koppelmann, Luca Becker, Alexandru Nelus, Rene Glitza, Lea Schönherr, Rainer Martin
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. INTERSPEECH (2022)
Jalal Taghia, Daniel Neudek, Tobias Rosenkranz, Henning Puder, Rainer Martin
First-Order Recursive Smoothing of Short-Time Power Spectra in the Presence of Interference. IEEE Signal Process. Lett. 29 (2022)
Benjamin Lentz, Christiane Völter, Rainer Martin
Spectral sparsification of speech signals and its interaction with top-down mechanisms in adult cochlear implant users. Speech Commun. 144 (2022)
Benjamin Lentz, Rainer Martin, Kirsten Oberländer, Christiane Völter
On Spectral and Temporal Sparsification of Speech Signals for the Improvement of Speech Perception in CI Listeners. ICASSP (2022)
Luca Becker, Alexandru Nelus, Rene Glitza, Rainer Martin
Accelerated Unsupervised Clustering in Acoustic Sensor Networks Using Federated Learning and a Variational Autoencoder. IWAENC (2022)
Stefan Thaleiser, Aleksej Chinaev, Rainer Martin, Gerald Enzner
Dual-Compression Neural Network with Optimized Output Weighting For Improved Single-Channel Speech Enhancement. IWAENC (2022)
Alexandru Nelus, Rene Glitza, Rainer Martin
Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. EUSIPCO (2021)
Alexandru Nelus, Rene Glitza, Rainer Martin
Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. CoRR (2021)
Shengyi Chen, Jalal Taghia, Tai Fei, Uwe Kühnau, Nils Pohl, Rainer Martin
A DNN Autoencoder for Automotive Radar Interference Mitigation. ICASSP (2021)
Alexandru Nelus, Rainer Martin
Privacy-Preserving Audio Classification Using Variational Information Feature Extraction. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Alexandru Nelus, Rene Glitza, Rainer Martin
Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning. ICASSP (2021)
Johannes Gauer, Diana Kleingarn, Rainer Martin
Analysis and Improvements of the Cepstrum Method for Fundamental Frequency Estimation in Music Signals. EUSIPCO (2021)
Alexandru Nelus, Rene Glitza, Rainer Martin
Estimation of Microphone Clusters in Acoustic Sensor Networks using Unsupervised Federated Learning. CoRR (2021)
Timm Koppelmann, Alexandru Nelus, Lea Schönherr, Dorothea Kolossa, Rainer Martin
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. Interspeech (2021)
Mehdi Zohourian, Rainer Martin
Binaural Direct-to-Reverberant Energy Ratio and Speaker Distance Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Benjamin Lentz, Anil M. Nagathil, Johannes Gauer, Rainer Martin
Harmonic/Percussive Sound Separation and Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners. ICASSP (2020)
Luca Becker, Alexandru Nelus, Johannes Gauer, Lars Rudolph, Rainer Martin
Audio Feature Extraction for Vehicle Engine Noise Classification. ICASSP (2020)
Semih Agcaer, Rainer Martin
Model-based Optimization of a Low-dimensional Modulation Filter Bank for DRR and T60 Estimation. EUSIPCO (2019)
Mehdi Zohourian, Rainer Martin
Direct-to-reverberant Energy Ratio Estimation Based on Interaural Coherence and a Joint ITD/ILD Model. ICASSP (2019)
Alexandru Nelus, Rainer Martin
Privacy-aware Feature Extraction for Gender Discrimination versus Speaker Identification. ICASSP (2019)
Waldo Nogueira, Anil M. Nagathil, Rainer Martin
Making Music More Accessible for Cochlear Implant Listeners: Recent Developments. IEEE Signal Process. Mag. 36 (1) (2019)
Alexandru Nelus, Janek Ebbers, Reinhold Haeb-Umbach, Rainer Martin
Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification. INTERSPEECH (2019)
Johannes Gauer, Ekaterina A. Krymova, Denis Belomestny, Rainer Martin
Spectral Complexity Reduction of Music Signals for Cochlear Implant Users based on Subspace Tracking. EUSIPCO (2019)
Alexandru Nelus, Silas Rech, Timm Koppelmann, Henrik Biermann, Rainer Martin
Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification. INTERSPEECH (2019)
Mehdi Zohourian, Rainer Martin
GSC-Based Binaural Speaker Separation Preserving Spatial Cues. ICASSP (2018)
Dianna Yee, Homayoun Kamkar-Parsi, Rainer Martin, Henning Puder
A Relative-Transfer-Function-based Post-Filter for Speech Enhancement in Hearing Aids using a Nearby External Microphone. ITG Symposium on Speech Communication (2018)
Dianna Yee, A. Homayoun Kamkar-Parsi, Rainer Martin, Henning Puder
A Noise Reduction Postfilter for Binaurally Linked Single-Microphone Hearing Aids Utilizing a Nearby External Microphone. IEEE ACM Trans. Audio Speech Lang. Process. 26 (1) (2018)
Johannes Gauer, Anil M. Nagathil, Rainer Martin
Binaural Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners. ICASSP (2018)
Sebastian Gergen, Rainer Martin, Nilesh Madhu
Source Separation by Feature-Based Clustering of Microphones in Ad Hoc Arrays. IWAENC (2018)
Mehdi Zohourian, Gerald Enzner, Rainer Martin
Binaural Speaker Localization Integrated Into an Adaptive Beamformer for Hearing Aids. IEEE ACM Trans. Audio Speech Lang. Process. 26 (3) (2018)
Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Rainer Martin, Jun Guo
Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Sebastian Gergen, Rainer Martin, Nilesh Madhu
Source separation by fuzzy-membership value aware beamforming and masking in ad hoc arrays. ITG Symposium on Speech Communication (2018)
Alexandru Nelus, Rainer Martin
Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction. ITG Symposium on Speech Communication (2018)
Semih Agcaer, Rainer Martin
Binaural Source Localization based on Modulation-Domain Features and Decision Pooling. CoRR (2018)
Ekaterina A. Krymova, Anil M. Nagathil, Denis Belomestny, Rainer Martin
Segmentation of music signals based on explained variance ratio for applications in spectral complexity reduction. ICASSP (2017)
Alexandru Nelus, Sebastian Gergen, Rainer Martin
Analysis of temporal aggregation and dimensionality reduction on feature sets for speaker identification in wireless acoustic sensor networks. MMSP (2017)
Klaus Friedrichs, Nadja Bauer, Rainer Martin, Claus Weihs
A computational study of auditory models in music recognition tasks for normal-hearing and hearing-impaired listeners. EURASIP J. Audio Speech Music. Process. 2017 (2017)
Anil M. Nagathil, Jan-Willem Schlattmann, Katrin Neumann, Rainer Martin
A feature-based linear regression model for predicting perceptual ratings of music by cochlear implant listeners. ICASSP (2017)
Mehdi Zohourian, Rainer Martin, Nilesh Madhu
New insights into the role of the head radius in model-based binaural speaker localization. EUSIPCO (2017)
Jalal Taghia, Rainer Martin
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. 24 (6) (2016)
Mehdi Zohourian, Gerald Enzner, Rainer Martin
On the Use of Beamforming Approaches for Binaural Speaker Localization. ITG Symposium on Speech Communication (2016)
Mehdi Zohourian, Rainer Martin
Binaural speaker localization and separation based on a joint ITD/ILD model and head movement tracking. ICASSP (2016)
Anil M. Nagathil, Claus Weihs, Rainer Martin
Spectral Complexity Reduction of Music Signals for Mitigating Effects of Cochlear Hearing Loss. IEEE ACM Trans. Audio Speech Lang. Process. 24 (3) (2016)
Alexandru Nelus, Sebastian Gergen, Jalal Taghia, Rainer Martin
Towards Opaque Audio Features for Privacy in Acoustic Sensor Networks. ITG Symposium on Speech Communication (2016)
Dianna Yee, A. Homayoun Kamkar-Parsi, Rainer Martin, Henning Puder
A Model-Based Placement Strategy for a Nearby External Microphone for Speech Enhancement in Hearing Aids. ITG Symposium on Speech Communication (2016)
Jalal Taghia, Dorothea Kolossa, Rainer Martin
ALE for robots! A single-channel approach to robot self-noise cancellation. IWAENC (2016)
Alexander Schasse, Rainer Martin, Ulrich Kornagel, Eghart Fischer, Henning Puder
Efficient estimation of inter-subband speech correlations. ICASSP (2016)
Dianna Yee, A. Homayoun Kamkar-Parsi, Henning Puder, Rainer Martin
A speech enhancement system using binaural hearing aids and an external microphone. ICASSP (2016)
Sebastian Gergen, Rainer Martin
Estimating Source Dominated Microphone Clusters in Ad-Hoc Microphone Arrays by Fuzzy Clustering in the Feature Space. ITG Symposium on Speech Communication (2016)
Sebastian Gergen, Anil M. Nagathil, Rainer Martin
Classification of reverberant audio signals using clustered ad hoc distributed microphones. Signal Process. 107 (2015)
Sebastian Gergen, Anil M. Nagathil, Rainer Martin
Reduction of reverberation effects in the MFCC modulation spectrum for improved classification of acoustic signals. INTERSPEECH (2015)
Alexander Schasse, Timo Gerkmann, Rainer Martin, Wolfgang Sörgel, Thomas Pilgrim, Henning Puder
Two-Stage Filter-Bank System for Improved Single-Channel Noise Reduction in Hearing Aids. IEEE ACM Trans. Audio Speech Lang. Process. 23 (2) (2015)
Semih Agcaer, Anton Schlesinger, Falk-Martin Hoffmann, Rainer Martin
Optimization of amplitude modulation features for low-resource acoustic scene classification. EUSIPCO (2015)
Rainer Martin, Masoumeh Azarpour, Gerald Enzner
Binaural speech enhancement with instantaneous coherence smoothing using the cepstral correlation coefficient. ICASSP (2015)
Mehdi Zohourian, Alan Archer-Boyd, Rainer Martin
Multi-channel speaker localization and separation using a model-based GSC and an inertial measurement unit. ICASSP (2015)
Jalal Taghia, Rainer Martin
A negentropy based adaptive line enhancer for single-channel noise reduction at low SNR conditions. ICASSP (2014)
Gerald Enzner, Rainer Martin, Peter Vary
Uncertainty modeling in acoustic echo control. ACSSC (2014)
Sebastian Gergen, Rainer Martin
Linear Combining of Audio Features for Signal Classification in Ad-hoc Microphone Arrays. ITG Symposium on Speech Communication (2014)
Jalal Taghia, Rainer Martin
Objective Intelligibility Measures Based on Mutual Information for Speech Subjected to Speech Enhancement Processing. IEEE ACM Trans. Audio Speech Lang. Process. 22 (1) (2014)
Alexander Schasse, Rainer Martin
Estimation of Subband Speech Correlations for Noise Reduction via MVDR Processing. IEEE ACM Trans. Audio Speech Lang. Process. 22 (9) (2014)
Masoumeh Azarpour, Gerald Enzner, Rainer Martin
Binaural noise PSD estimation for binaural speech enhancement. ICASSP (2014)
Dominic Schmid, Gerald Enzner, Sarmad Malik, Dorothea Kolossa, Rainer Martin
Variational Bayesian Inference for Multichannel Dereverberation and Noise Reduction. IEEE ACM Trans. Audio Speech Lang. Process. 22 (8) (2014)
Nilesh Madhu, Rainer Martin, Heinz-Werner Rehn, Sebastian Gergen, A. Fischer
A hierarchical approach for the online, on-board detection and localisation of brake squeal using microphone arrays. HSCMA (2014)
Zhanyu Ma, Rainer Martin, Jun Guo, Honggang Zhang
Nonlinear estimation of missing ΔLSF parameters by a mixture of Dirichlet distributions. ICASSP (2014)
Yuheng He, Rainer Martin, Attila Michael Bilgic
Scalable low-complexity GPS and DGPS positioning using approximate QR decomposition. Signal Process. 94 (2014)
Igor Vatolkin, Anil M. Nagathil, Wolfgang M. Theimer, Rainer Martin
Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition. EMO (2013)
Robert M. Nickel, Ramón Fernandez Astudillo, Dorothea Kolossa, Rainer Martin
Corpus-Based Speech Enhancement With Uncertainty Modeling and Cepstral Smoothing. IEEE Trans. Speech Audio Process. 21 (5) (2013)
Sebastian Gergen, Anil M. Nagathil, Rainer Martin
Audio signal classification in reverberant environments based on fuzzy-clustered ad-hoc microphone arrays. ICASSP (2013)
DeLiang Wang, Rainer Martin, Peter Vary, Paris Smaragdis
Keynote addresses: From auditory masking to binary classification: Machine learning for speech separation. WASPAA (2013)
Jalal Taghia, Rainer Martin, Jalil Taghia, Arne Leijon
Dual-channel noise reduction based on a mixture of circular-symmetric complex Gaussians on unit hypersphere. ICASSP (2013)
Aleksej Chinaev, Reinhold Haeb-Umbach, Jalal Taghia, Rainer Martin
Improved single-channel nonstationary noise tracking by an optimized MAP-based postprocessor. ICASSP (2013)
Nasser Mohammadiha, Rainer Martin, Arne Leijon
Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors. IEEE Signal Process. Lett. 20 (3) (2013)
Alexander Schasse, Rainer Martin
Online inter-frame correlation estimation methods for speech enhancement in frequency subbands. ICASSP (2013)
Rainer Martin
Speech enhancement for hearing instruments: Enabling communication in adverse conditions. WASPAA (2013)
Anil M. Nagathil, Rainer Martin
Evaluation of spectral transforms for music signal analysis. WASPAA (2013)
Masoumeh Azarpour, Gerald Enzner, Rainer Martin
Adaptive binaural noise reduction based on matched-filter equalization and post-filtering. ICASSP (2013)
Ramón Fernandez Astudillo, Dorothea Kolossa, Alberto Abad, Steffen Zeiler, Rahim Saeidi, Pejman Mowlaee, João Paulo da Silva Neto, Rainer Martin
Integration of beamforming and uncertainty-of-observation techniques for robust ASR in multi-source environments. Comput. Speech Lang. 27 (3) (2013)
Christian Borß, Rainer Martin
On the construction of window functions with constant-overlap-add constraint for arbitrary window shifts. ICASSP (2012)
Pejman Mowlaee, Rahim Saeidi, Rainer Martin
Phase estimation for signal reconstruction in single-channel source separation. INTERSPEECH (2012)
Anil M. Nagathil, Rainer Martin
Optimal signal reconstruction from a constant-Q spectrum. ICASSP (2012)
Alexander Schasse, Christian Tendyck, Rainer Martin
Source Localization Based on the Doppler Effect. IWAENC (2012)
Jalal Taghia, Rainer Martin, Richard C. Hendriks
On mutual information as a measure of speech intelligibility. ICASSP (2012)
Pejman Mowlaee, Rainer Martin
On Phase Importance in Parameter Estimation for Single-Channel Source Separation. IWAENC (2012)
Masoumeh Azarpour, Gerald Enzner, Rainer Martin
Distortionless-Response vs. Matched-Filter-Array Processing for Adaptive Binaural Noise Reduction. IWAENC (2012)
Pejman Mowlaee, Rahim Saeidi, Rainer Martin
Model-Driven Speech Enhancement for Multisource Reverberant Environment (Signal Separation Evaluation Campaign (SiSEC) 2011). LVA/ICA (2012)
Alexander Schasse, Rainer Martin, Wolfgang Sörgel, Thomas Pilgrim, Henning Puder
Efficient Implementation of Single-Channel Noise Reduction for Hearing Aids Using a Cascaded Filter-Bank. ITG Conference on Speech Communication (2012)
Pejman Mowlaee, Rahim Saeidi, Mads Græsbøll Christensen, Rainer Martin
Subjective and objective quality assessment of single-channel speech separation algorithms. ICASSP (2012)
Jalal Taghia, Rainer Martin, Jalil Taghia, Arne Leijon
An Investigation on Mutual Information for the Linear Predictive System and the Extrapolation of Speech Signals. ITG Conference on Speech Communication (2012)
Dorothea Kolossa, Robert M. Nickel, Steffen Zeiler, Rainer Martin
Inventory-Based Audio-Visual Speech Enhancement. INTERSPEECH (2012)
Robert M. Nickel, Ramón Fernandez Astudillo, Dorothea Kolossa, Steffen Zeiler, Rainer Martin
Inventory-style speech enhancement with uncertainty-of-observation techniques. ICASSP (2012)
Rajyalakshmi Dokku, Rainer Martin
Detection of stop consonants in continuous noisy speech based on an extrapolation technique. EUSIPCO (2012)
Nilesh Madhu, Rainer Martin
A Versatile Framework for Speaker Separation Using a Model-Based Speaker Localization Approach. IEEE Trans. Speech Audio Process. 19 (7) (2011)
Václav Bouse, Rainer Martin
A model-based auditory scene analysis approach and its application to speech source localization. ICASSP (2011)
Jalal Taghia, Jalil Taghia, Nasser Mohammadiha, Jinqiu Sang, Václav Bouse, Rainer Martin
An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments. ICASSP (2011)
Holger Blume, Bernd Bischl, Martin Botteck, Christian Igel, Rainer Martin, Günther Rötter, Günter Rudolph, Wolfgang M. Theimer, Igor Vatolkin, Claus Weihs
Huge Music Archives on Mobile Devices. IEEE Signal Process. Mag. 28 (4) (2011)
Colin Breithaupt, Rainer Martin
Analysis of the Decision-Directed SNR Estimator for Speech Enhancement With Respect to Low-SNR and Transient Conditions. IEEE Trans. Speech Audio Process. 19 (2) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rainer Martin