| 2024 | MMSP | Sketching-Based Acoustic Scene Change Detection in Low-Power Embedded Devices. | Timm Koppelmann, Rainer Martin |
| 2024 | RoboCup | Direction and Distance Estimation of Whistle Events on a NAO Robot. | Diana Kleingarn, Dominik Brmer, Rainer Martin |
| 2023 | Interspeech | Head movements in two- and four-person interactive conversational tasks in noisy and moderately reverberant conditions. | Alan Archer-Boyd, Rainer Martin |
| 2023 | Interspeech | Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation. | Timm Koppelmann, Semih Agcaer, Rainer Martin |
| 2023 | Interspeech | Short-term Extrapolation of Speech Signals Using Recursive Neural Networks in the STFT Domain. | Maurice Oberhag, Daniel Neudek, Rainer Martin, Tobias Rosenkranz, Henning Puder |
| 2022 | ICASSP | On Spectral and Temporal Sparsification of Speech Signals for the Improvement of Speech Perception in CI Listeners. | Benjamin Lentz, Rainer Martin, Kirsten Oberlnder, Christiane Vlter |
| 2022 | Interspeech | Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. | Timm Koppelmann, Luca Becker, Alexandru Nelus, Rene Glitza, Lea Schnherr, Rainer Martin |
| 2021 | ICASSP | A DNN Autoencoder for Automotive Radar Interference Mitigation. | Shengyi Chen, Jalal Taghia, Tai Fei, Uwe Khnau, Nils Pohl, Rainer Martin |
| 2021 | ICASSP | Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning. | Alexandru Nelus, Rene Glitza, Rainer Martin |
| 2021 | Interspeech | Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. | Timm Koppelmann, Alexandru Nelus, Lea Schnherr, Dorothea Kolossa, Rainer Martin |
| 2020 | ICASSP | Audio Feature Extraction for Vehicle Engine Noise Classification. | Luca Becker, Alexandru Nelus, Johannes Gauer, Lars Rudolph, Rainer Martin |
| 2020 | ICASSP | Harmonic/Percussive Sound Separation and Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners. | Benjamin Lentz, Anil M. Nagathil, Johannes Gauer, Rainer Martin |
| 2019 | ICASSP | Privacy-aware Feature Extraction for Gender Discrimination versus Speaker Identification. | Alexandru Nelus, Rainer Martin |
| 2019 | ICASSP | Direct-to-reverberant Energy Ratio Estimation Based on Interaural Coherence and a Joint ITD/ILD Model. | Mehdi Zohourian, Rainer Martin |
| 2019 | Interspeech | Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification. | Alexandru Nelus, Janek Ebbers, Reinhold Haeb-Umbach, Rainer Martin |
| 2019 | Interspeech | Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification. | Alexandru Nelus, Silas Rech, Timm Koppelmann, Henrik Biermann, Rainer Martin |
| 2018 | ICASSP | Binaural Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners. | Johannes Gauer, Anil M. Nagathil, Rainer Martin |
| 2018 | ICASSP | GSC-Based Binaural Speaker Separation Preserving Spatial Cues. | Mehdi Zohourian, Rainer Martin |
| 2017 | ICASSP | Segmentation of music signals based on explained variance ratio for applications in spectral complexity reduction. | Ekaterina A. Krymova, Anil M. Nagathil, Denis Belomestny, Rainer Martin |
| 2017 | ICASSP | A feature-based linear regression model for predicting perceptual ratings of music by cochlear implant listeners. | Anil M. Nagathil, Jan-Willem Schlattmann, Katrin Neumann, Rainer Martin |
| 2017 | MMSP | Analysis of temporal aggregation and dimensionality reduction on feature sets for speaker identification in wireless acoustic sensor networks. | Alexandru Nelus, Sebastian Gergen, Rainer Martin |
| 2016 | ICASSP | Efficient estimation of inter-subband speech correlations. | Alexander Schasse, Rainer Martin, Ulrich Kornagel, Eghart Fischer, Henning Puder |
| 2016 | ICASSP | A speech enhancement system using binaural hearing aids and an external microphone. | Dianna Yee, A. Homayoun Kamkar-Parsi, Henning Puder, Rainer Martin |
| 2016 | ICASSP | Binaural speaker localization and separation based on a joint ITD/ILD model and head movement tracking. | Mehdi Zohourian, Rainer Martin |
| 2015 | ICASSP | Binaural speech enhancement with instantaneous coherence smoothing using the cepstral correlation coefficient. | Rainer Martin, Masoumeh Azarpour, Gerald Enzner |
| 2015 | ICASSP | Multi-channel speaker localization and separation using a model-based GSC and an inertial measurement unit. | Mehdi Zohourian, Alan Archer-Boyd, Rainer Martin |
| 2015 | Interspeech | Reduction of reverberation effects in the MFCC modulation spectrum for improved classification of acoustic signals. | Sebastian Gergen, Anil M. Nagathil, Rainer Martin |
| 2014 | ACSSC | Uncertainty modeling in acoustic echo control. | Gerald Enzner, Rainer Martin, Peter Vary |
| 2014 | ICASSP | Binaural noise PSD estimation for binaural speech enhancement. | Masoumeh Azarpour, Gerald Enzner, Rainer Martin |
| 2014 | ICASSP | Nonlinear estimation of missing ΔLSF parameters by a mixture of Dirichlet distributions. | Zhanyu Ma, Rainer Martin, Jun Guo, Honggang Zhang |
| 2014 | ICASSP | A negentropy based adaptive line enhancer for single-channel noise reduction at low SNR conditions. | Jalal Taghia, Rainer Martin |
| 2013 | EMO | Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition. | Igor Vatolkin, Anil M. Nagathil, Wolfgang M. Theimer, Rainer Martin |
| 2013 | ICASSP | Adaptive binaural noise reduction based on matched-filter equalization and post-filtering. | Masoumeh Azarpour, Gerald Enzner, Rainer Martin |
| 2013 | ICASSP | Improved single-channel nonstationary noise tracking by an optimized MAP-based postprocessor. | Aleksej Chinaev, Reinhold Haeb-Umbach, Jalal Taghia, Rainer Martin |
| 2013 | ICASSP | Audio signal classification in reverberant environments based on fuzzy-clustered ad-hoc microphone arrays. | Sebastian Gergen, Anil M. Nagathil, Rainer Martin |
| 2013 | ICASSP | Online inter-frame correlation estimation methods for speech enhancement in frequency subbands. | Alexander Schasse, Rainer Martin |
| 2013 | ICASSP | Dual-channel noise reduction based on a mixture of circular-symmetric complex Gaussians on unit hypersphere. | Jalal Taghia, Rainer Martin, Jalil Taghia, Arne Leijon |
| 2012 | ICASSP | On the construction of window functions with constant-overlap-add constraint for arbitrary window shifts. | Christian Bor, Rainer Martin |
| 2012 | ICASSP | Subjective and objective quality assessment of single-channel speech separation algorithms. | Pejman Mowlaee, Rahim Saeidi, Mads Grsbll Christensen, Rainer Martin |
| 2012 | ICASSP | Optimal signal reconstruction from a constant-Q spectrum. | Anil M. Nagathil, Rainer Martin |
| 2012 | ICASSP | Inventory-style speech enhancement with uncertainty-of-observation techniques. | Robert M. Nickel, Ramn Fernandez Astudillo, Dorothea Kolossa, Steffen Zeiler, Rainer Martin |
| 2012 | ICASSP | On mutual information as a measure of speech intelligibility. | Jalal Taghia, Rainer Martin, Richard C. Hendriks |
| 2012 | Interspeech | Inventory-Based Audio-Visual Speech Enhancement. | Dorothea Kolossa, Robert M. Nickel, Steffen Zeiler, Rainer Martin |
| 2012 | Interspeech | Phase estimation for signal reconstruction in single-channel source separation. | Pejman Mowlaee, Rahim Saeidi, Rainer Martin |
| 2011 | ICASSP | A model-based auditory scene analysis approach and its application to speech source localization. | Vclav Bouse, Rainer Martin |
| 2011 | ICASSP | Hierarchical audio classification using cepstral modulation ratio regressions based on Legendre polynomials. | Anil M. Nagathil, Peter Gottel, Rainer Martin |
| 2011 | ICASSP | An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments. | Jalal Taghia, Jalil Taghia, Nasser Mohammadiha, Jinqiu Sang, Vclav Bouse, Rainer Martin |
| 2010 | ICASSP | Speech presence probability estimation based on temporal cepstrum smoothing. | Timo Gerkmann, Martin Krawczyk, Rainer Martin |
| 2010 | ICASSP | Optimization of switchable windows for low-delay spectral analysis-synthesis. | Dirk Mauler, Rainer Martin |
| 2009 | ICASSP | Multi-microphone maximum a posteriori fundamental frequency estimation in the cepstral domain. | Timo Gerkmann, Rainer Martin, Derya Dalga |
| 2009 | ICASSP | Cepstral modulation ratio regression (CMRARE) parameters for audio signal analysis and classification. | Rainer Martin, Anil M. Nagathil |
| 2008 | ICASSP | A novel a priori SNR estimation approach based on selective cepstro-temporal smoothing. | Colin Breithaupt, Timo Gerkmann, Rainer Martin |
| 2008 | ICASSP | Parameterized MMSE spectral magnitude estimation for the enhancement of noisy speech. | Colin Breithaupt, Martin Krawczyk, Rainer Martin |
| 2008 | ICASSP | Temporal smoothing of spectral masks in the cepstral domain for speech separation. | Nilesh Madhu, Colin Breithaupt, Rainer Martin |
| 2007 | Interspeech | On optimal estimation of compressed speech for hearing aids. | Dirk Mauler, Anil M. Nagathil, Rainer Martin |
| 2006 | Interspeech | Statistical analysis and performance of DFT domain noise reduction filters for robust speech recognition. | Colin Breithaupt, Rainer Martin |
| 2006 | Interspeech | Soft decision combining for dual channel noise reduction. | Timo Gerkmann, Rainer Martin |
| 2005 | Interspeech | Robust speaker localization through adaptive weighted pair TDOA (AWEPAT) estimation. | Nilesh Madhu, Rainer Martin |
| 2003 | ICASSP | MMSE estimation of magnitude-squared DFT coefficients with superGaussian priors. | Colin Breithaupt, Rainer Martin |
| 2002 | ICASSP | Unbiased residual echo power estimation for hands-free telephony. | Gerald Enzner, Rainer Martin, Peter Vary |
| 2002 | ICASSP | Speech enhancement using MMSE short time spectral estimation with gamma distributed speech priors. | Rainer Martin |
| 2001 | ICASSP | Estimation of missing LSF parameters using Gaussian mixture models. | Rainer Martin, Carsten Hoelper, Ingo Wittke |
| 2001 | Interspeech | Planar superdirective microphone arrays for speech acquisition in the car. | Rainer Martin, Alexey Petrovsky, Thomas Lotter |
| 2000 | ICASSP | Optimized estimation of spectral parameters for the coding of noisy speech. | Rainer Martin, Ingo Wittke, Peter Jax |
| 1999 | Interspeech | Low delay analysis/synthesis schemes for joint speech enhancement and low bit rate speech coding. | Rainer Martin, Hong-Goo Kang, Richard V. Cox |
| 1997 | Interspeech | Combined acoustic echo control and noise reduction for mobile communications. | Stefan Gustafsson, Rainer Martin |
| 1995 | ICASSP | Coupled adaptive filters for acoustic echo control and noise reduction. | Rainer Martin, Jan Altenhner |
| 1995 | Interspeech | Design and optimization of a two microphone speech enhancement system. | Rainer Martin |
| 1993 | Interspeech | An efficient algorithm to estimate the instantaneous SNR of speech signals. | Rainer Martin |