Rainer Martin

发表

Variational Bayesian Inference for Multichannel Dereverberation and Noise Reduction

Dorothea Kolossa, Rainer Martin, Dominic Schmid, 2014, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Empirical Distributions of DFT-Domain Speech Coefficients Based on Estimated Speech Variances

Timo Gerkmann, Rainer Martin, 2010 .

Music complexity prediction for cochlear implant listeners based on a feature-based linear regression model.

Rainer Martin, K. Neumann, A. Nagathil, 2018, The Journal of the Acoustical Society of America.

SPEECH ENHANCEMENT IN THE DFT DOMAIN USING LAPLACIAN SPEECH PRIORS

Rainer Martin, Colin Breithaupt, 2003 .

An Evaluation of Binaural Noise and Reverberation Reduction Algorithms

Timo Gerkmann, D. Schmid, Rainer Martin, 2013 .

Cepstral Smoothing with Reduced Computational Complexity

Timo Gerkmann, Rainer Martin, Timo Gerkmann, 2010, Sprachkommunikation.

Segmentation of music signals based on explained variance ratio for applications in spectral complexity reduction

Rainer Martin, Denis Belomestny, Anil M. Nagathil, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Single and Dual Channel Noise Reduction

Rainer Martin, Peter Vary, Rainer Martin, 2006 .

Multi‐channel Noise Reduction

Rainer Martin, Peter Vary, Rainer Martin, 2006 .

Voice Activity Detection, Noise Estimation, and Adaptive Filters for Acoustic Signal Enhancement

Dorothea Kolossa, Rainer Martin, D. Kolossa, 2012, Techniques for Noise Robustness in Automatic Speech Recognition.

Hearing in the Communication Society INTEGRATED PROJECT Information Society Technologies D-3-7 : Improved Internet-based AVE for Demonstration and Self-Screening Purposes

Rainer Martin, T. Poulsen, 2007 .

METHODS FOR THE ENHANCEMENT OF NOISY SPEECH

Rainer Martin, 2003 .

Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification

Rainer Martin, Alexandru Nelus, Silas Rech, 2019, INTERSPEECH.

Estimating Source Dominated Microphone Clusters in Ad-Hoc Microphone Arrays by Fuzzy Clustering in the Feature Space

Rainer Martin, Sebastian Gergen, Rainer Martin, 2016, ITG Symposium on Speech Communication.

Dual-Compression Neural Network with Optimized Output Weighting For Improved Single-Channel Speech Enhancement

G. Enzner, Rainer Martin, Aleksej Chinaev, 2022, 2022 International Workshop on Acoustic Signal Enhancement (IWAENC).

Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification

Dorothea Kolossa, Rainer Martin, Alexandru Nelus, 2021, Interspeech.

Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks

Rainer Martin, Lea Schönherr, Alexandru Nelus, 2022, INTERSPEECH.

Algorithms for Audiovisual Speaker Localisation in Reverberant Acoustic Environments

V. Märgner, Rainer Martin, C. Voges, 2006 .

Multi-microphone maximum a posteriori fundamental frequency estimation in the cepstral domain

Rainer Martin, Derya Dalga, Timo Gerkmann, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

A negentropy based adaptive line enhancer for single-channel noise reduction at low SNR conditions

Rainer Martin, Jalal Taghia, Rainer Martin, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Evaluation of spectral transforms for music signal analysis

Rainer Martin, Anil M. Nagathil, Rainer Martin, 2013, 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics.

Analysis of the Decision-Directed SNR Estimator for Speech Enhancement With Respect to Low-SNR and Transient Conditions

Rainer Martin, Colin Breithaupt, Rainer Martin, 2011, IEEE Transactions on Audio, Speech, and Language Processing.

Optimization of switchable windows for low-delay spectral analysis-synthesis

Rainer Martin, Dirk Mauler, Rainer Martin, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

A low delay, variable resolution, perfect reconstruction spectral analysis-synthesis system for speech enhancement

Rainer Martin, Dirk Mauler, Rainer Martin, 2007, 2007 15th European Signal Processing Conference.

Advances in Digital Speech Transmission

Rainer Martin, Christiane Antweiler, Ulrich Heute, 2008 .

Spectral Subtraction Based on Minimum Statistics

Rainer Martin, Rainer Martin, 2001 .

Bias compensation methods for minimum statistics noise power spectral density estimation

Rainer Martin, Rainer Martin, 2006, Signal Process..

Digital Speech Transmission: Enhancement, Coding and Error Concealment

Peter Vary, Rainer Martin, Rainer Martin, 2006 .

Speech enhancement using MMSE short time spectral estimation with gamma distributed speech priors

Rainer Martin, Rainer Martin, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Noise power spectral density estimation based on optimal smoothing and minimum statistics

Rainer Martin, Rainer Martin, 2001, IEEE Trans. Speech Audio Process..

An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments

Rainer Martin, Jalil Taghia, Nasser Mohammadiha, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning

Rainer Martin, Alexandru Nelus, Rene Glitza, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features

Jun Guo, Rainer Martin, Zhanyu Ma, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification

Reinhold Haeb-Umbach, Janek Ebbers, Rainer Martin, 2019, INTERSPEECH.

Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction

Rainer Martin, Alexandru Nelus, Rainer Martin, 2018, ITG Symposium on Speech Communication.

A DNN Autoencoder for Automotive Radar Interference Mitigation

Rainer Martin, Tai Fei, Nils Pohl, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On the Statistics of Spectral Amplitudes After Variance Reduction by Temporal Cepstrum Smoothing and Cepstral Nulling

Rainer Martin, Timo Gerkmann, Timo Gerkmann, 2009, IEEE Transactions on Signal Processing.

Parameterized MMSE spectral magnitude estimation for the enhancement of noisy speech

Rainer Martin, Colin Breithaupt, Martin Krawczyk-Becker, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

A novel a priori SNR estimation approach based on selective cepstro-temporal smoothing

Rainer Martin, Timo Gerkmann, Colin Breithaupt, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

A computational study of auditory models in music recognition tasks for normal-hearing and hearing-impaired listeners

Rainer Martin, Claus Weihs, Klaus Friedrichs, 2017, EURASIP J. Audio Speech Music. Process..

Speech enhancement based on minimum mean-square error estimation and supergaussian priors

Rainer Martin, Rainer Martin, 2005, IEEE Transactions on Speech and Audio Processing.

Improved A Posteriori Speech Presence Probability Estimation Based on a Likelihood Ratio With Fixed Priors

Rainer Martin, Timo Gerkmann, Colin Breithaupt, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

A feature-based linear regression model for predicting perceptual ratings of music by cochlear implant listeners

Rainer Martin, Anil M. Nagathil, Katrin Neumann, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Iterative 2D sparse signal reconstruction with masked residual updates for automotive radar interference mitigation

Rainer Martin, Jalal Taghia, Shengyi Chen, 2022, EURASIP Journal on Advances in Signal Processing.

ALE for robots! A single-channel approach to robot self-noise cancellation

Dorothea Kolossa, Rainer Martin, Jalal Taghia, 2016, 2016 IEEE International Workshop on Acoustic Signal Enhancement (IWAENC).

Approximate iterative Least Squares algorithms for GPS positioning

Rainer Martin, Yuheng He, Attila Michael Bilgic, 2010, The 10th IEEE International Symposium on Signal Processing and Information Technology.

Efficient estimation of inter-subband speech correlations

Rainer Martin, Henning Puder, Eghart Fischer, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

HearCom: hearing in the communication society

Rainer Martin, Birger Kollmeier, Wouter A. Dreschler, 2011 .

A psychoacoustic approach to combined acoustic echo cancellation and noise reduction

Peter Jax, Rainer Martin, Peter Vary, 2002, IEEE Trans. Speech Audio Process..

Combined acoustic echo control and noise reduction for hands-free telephony

Rainer Martin, Peter Vary, Stefan Gustafsson, 1998, Signal Process..

Binaural speaker localization and separation based on a joint ITD/ILD model and head movement tracking

Rainer Martin, Mehdi Zohourian, Rainer Martin, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Interactive Evaluation of a Music Preprocessing Scheme for Cochlear Implants Based on Spectral Complexity Reduction

Rainer Martin, Anil Nagathil, Johannes Gauer, 2019, Front. Neurosci..

Two-Stage Filter-Bank System for Improved Single-Channel Noise Reduction in Hearing Aids

Rainer Martin, Henning Puder, Timo Gerkmann, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Inventory-Based Audio-Visual Speech Enhancement

Robert M. Nickel, Dorothea Kolossa, Rainer Martin, 2012, INTERSPEECH.

MAP Estimators for Speech Enhancement Under Normal and Rayleigh Inverse Gaussian Distributions

Rainer Martin, Richard C. Hendriks, R. Hendriks, 2007, IEEE Transactions on Audio, Speech, and Language Processing.

An efficient algorithm to estimate the instantaneous SNR of speech signals

Rainer Martin, Rainer Martin, 1993, EUROSPEECH.

Corpus-Based Speech Enhancement With Uncertainty Modeling and Cepstral Smoothing

Robert M. Nickel, Ramón Fernández Astudillo, Dorothea Kolossa, 2013, IEEE Transactions on Audio, Speech, and Language Processing.

Cepstral Smoothing of Spectral Filter Gains for Speech Enhancement Without Musical Noise

Rainer Martin, Timo Gerkmann, Colin Breithaupt, 2007, IEEE Signal Processing Letters.

Binaural noise PSD estimation for binaural speech enhancement

Rainer Martin, Gerald Enzner, Masoumeh Azarpour, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Soft decision combining for dual channel noise reduction

Rainer Martin, Timo Gerkmann, Timo Gerkmann, 2006, INTERSPEECH.

Spectral sparsification of speech signals and its interaction with top-down mechanisms in adult cochlear implant users

Rainer Martin, C. Völter, Benjamin Lentz, 2022, Speech Commun..

Estimation of Subband Speech Correlations for Noise Reduction via MVDR Processing

Rainer Martin, Alexander Schasse, Rainer Martin, 2014, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Making Music More Accessible for Cochlear Implant Listeners: Recent Developments

Rainer Martin, Waldo Nogueira, Anil Nagathil, 2019, IEEE Signal Processing Magazine.

Evaluation of Modulation-MFCC Features and DNN Classification for Acoustic Event Detection

Reinhold Haeb-Umbach, Janek Ebbers, Rainer Martin, 2018 .

Unbiased residual echo power estimation for hands-free telephony

Rainer Martin, Peter Vary, Gerald Enzner, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Optimization of amplitude modulation features for low-resource acoustic scene classification

Rainer Martin, Anton Schlesinger, Falk-Martin Hoffmann, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Binaural Speaker Localization Integrated Into an Adaptive Beamformer for Hearing Aids

Rainer Martin, Gerald Enzner, Mehdi Zohourian, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Spectral complexity reduction of music signals based on frequency-domain reduced-rank approximations: An evaluation with cochlear implant listeners.

Rainer Martin, Claus Weihs, Anil Nagathil, 2017, The Journal of the Acoustical Society of America.

Analysis and Improvements of the Cepstrum Method for Fundamental Frequency Estimation in Music Signals

Rainer Martin, Johannes Gauer, Diana Kleingarn, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Bandwidth Extension (BWE) of Speech Signals

Rainer Martin, Peter Vary, Rainer Martin, 2006 .

Analysis of temporal aggregation and dimensionality reduction on feature sets for speaker identification in wireless acoustic sensor networks

Rainer Martin, Sebastian Gergen, Alexandru Nelus, 2017, 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP).

Optimized estimation of spectral parameters for the coding of noisy speech

Peter Jax, Rainer Martin, Ingo Wittke, 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

A Frequency-Domain Adaptive Line Enhancer With Step-Size Control Based on Mutual Information for Harmonic Noise Reduction

Rainer Martin, Jalal Taghia, Rainer Martin, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Statistical Methods for the Enhancement of Noisy Speech

Rainer Martin, Rainer Martin, 2005 .

Small Microphone Arrays with Postfilters for Noise and Acoustic Echo Reduction

Rainer Martin, Rainer Martin, 2001, Microphone Arrays.

Integration of beamforming and uncertainty-of-observation techniques for robust ASR in multi-source environments

Ramón Fernández Astudillo, João Paulo da Silva Neto, Pejman Mowlaee Begzade Mahale, 2013, Comput. Speech Lang..

Spectral Complexity Reduction of Music Signals for Mitigating Effects of Cochlear Hearing Loss

Rainer Martin, Claus Weihs, Anil M. Nagathil, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Classification of reverberant audio signals using clustered ad hoc distributed microphones

Rainer Martin, Sebastian Gergen, Anil M. Nagathil, 2015, Signal Process..

Audio signal classification in reverberant environments based on fuzzy-clustered ad-hoc microphone arrays

Rainer Martin, Sebastian Gergen, Anil M. Nagathil, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Hierarchical audio classification using cepstral modulation ratio regressions based on Legendre polynomials

Rainer Martin, Anil M. Nagathil, Peter Gottel, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Improved Reproduction of Stops in Noise Reduction Systems with Adaptive Windows and Nonstationarity Detection

Rainer Martin, Dirk Mauler, Rainer Martin, 2009, EURASIP J. Adv. Signal Process..

On optimal estimation of compressed speech for hearing aids

Rainer Martin, Dirk Mauler, Anil M. Nagathil, 2007, INTERSPEECH.

A Versatile Framework for Speaker Separation Using a Model-Based Speaker Localization Approach

Rainer Martin, Nilesh Madhu, Rainer Martin, 2011, IEEE Transactions on Audio, Speech, and Language Processing.

A Noise Reduction Preprocessor for Mobile Voice Communication

Rainer Martin, David Malah, Richard V. Cox, 2004, EURASIP J. Adv. Signal Process..

Acoustic Source Localization with Microphone Arrays

Rainer Martin, Nilesh Madhu, Rainer Martin, 2008 .

Spectral Complexity Reduction of Music Signals for Cochlear Implant Users based on Subspace Tracking

Rainer Martin, Denis Belomestny, Johannes Gauer, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Privacy-Preserving Audio Classification Using Variational Information Feature Extraction

Rainer Martin, Alexandru Nelus, Rainer Martin, 2021, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Partitioned residual echo power estimation for frequency-domain acoustic echo cancellation and postfiltering

Rainer Martin, Peter Vary, Gerald Enzner, 2002, Eur. Trans. Telecommun..

The echo shaping approach to acoustic echo control

Rainer Martin, Stefan Gustafsson, Rainer Martin, 1996, Speech Commun..

Coupled adaptive filters for acoustic echo control and noise reduction

Rainer Martin, Jan Altenhöner, Rainer Martin, 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

Binaural Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners

Rainer Martin, Anil M. Nagathil, Johannes Gauer, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).