TeamProf. Dr.-Ing. Rainer Martin
Ruhr-Universität Bochum
Institut für Kommunikationsakustik
Fakultät für Elektrotechnik und Informationstechnik
Raum: ID/2/233
Universitätsstr. 150
D-44780 Bochum
Email: Rainer.Martin@rub.de
Tel.: +49 234 32 22495
GPG-Key
- Forschungsgebiete / Research topics
- Lehre / Courses
- Veröffentlichungen / Publications
- Patente / Patents
- Lebenslauf / Biography
Publications
2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1993 1992 1988 1987
2024
Schulz, K. V., Gauer, J., Martin, R., & Völter, C. (2024). Einfluss von Ober- und Untertönen auf die Melodieerkennung mit einem Cochlea-Implantat bei SSD [Influence of overtones and undertones on melody recognition with a cochlear implant with SSD]. Laryngorhinootologie, 103(04), 279–288. https://doi.org/10.1055/a-2123-4315
Stodt, B., Neudek, D., Getzmann, S., Wascher, E., & Martin, R. (2024). Comparing auditory distance perception in real and virtual environments and the role of the loudness cue: A study based on event-related potentials. Hearing Research, 444, 108968. https://doi.org/10.1016/j.heares.2024.108968
Vary, P., & Martin, R. (2024). Digital speech transmission and enhancement (Second edition). Wiley-IEEE Press. ISBN 9781119060963
2023
Archer-Boyd, A., & Martin, R. (2023). Head movements in two- and four-person interactive conversational tasks in noisy and moderately reverberant conditions. In INTERSPEECH 2023 (pp. 4239–4243). ISCA. https://doi.org/10.21437/Interspeech.2023-1007
Becker, L., Kindt, S., & Martin, R. (2023). Fuzzy-clustering-supported Assignment of Smart-Speaker-based Microphone Arrays to Acoustic Sources in Reverberant Acoustic Environments. In ITG-Fachbericht: Vol. 312, Speech communication: 15th ITG Conference, 20.-22.09.2023 in Aachen, Germany (pp. 230–234). VDE. https://doi.org/10.30420/456164045
Chen, S., Klemp, M., Taghia, J., & Martin, R. (2023). Efficient Multi-channel Automotive Radar Interference Mitigation Using Pruned and Quantized Neural Networks. In 2023 IEEE International Radar Conference (RADAR) (pp. 1–6). IEEE. https://doi.org/10.1109/RADAR54928.2023.10371170
Chen, S., Klemp, M., Taghia, J., Kühnau, U., Pohl, N. & Martin, R. (2023). Improved Target Detection Through DNN-Based Multi-Channel Interference Mitigation in Automotive Radar. IEEE Transactions on Radar Systems, 1, 75–89. https://doi.org/10.1109/TRS.2023.3279013
Gauer, J., Nagathil, A., Lentz, B., Völter, C. & Martin, R. (2023). A subjective evaluation of different music preprocessing approaches in cochlear implant listeners. The Journal of the Acoustical Society of America, 153(2), 1307-1318. https://doi.org/10.1121/10.0017249
Glitza, R., Becker, L., & Martin, R. (2023). Global vs. Local Federated Learning in Heterogeneous Acoustic Environments. In ITG-Fachbericht: Vol. 312, Speech communication: 15th ITG Conference, 20.-22.09.2023 in Aachen, Germany (pp. 171–175). VDE. https://doi.org/10.30420/456164033
Glitza, R., Becker, L., Nelus, A., & Martin, R. (2023). Database of Simulated Room Impulse Responses for Acoustic Sensor Networks Deployed in Complex Multi-Source Acoustic Environments. In 2023 31st European Signal Processing Conference (EUSIPCO) (pp. 246–250). IEEE. https://doi.org/10.23919/EUSIPCO58844.2023.10290083
Grünberg, J. M., Graetsch, H. A., Buckley, M., Hünniger, J., Lentz, B., Martin, R., Markgraf, M., Beran, A., Mittag, Lothar, Reichel, A., & Töpel, L. (2023). Mesolithic portable art from the museums of Saxony-Anhalt. In J. M. Grünberg, B. Gramsch, E. Brinch Petersen, T. Plonka, & H. Meller (Eds.), Tagungen des Landesmuseums für Vorgeschichte Halle: Vol. 26. Mesolithic Art - Abstraction, Decoration : International Conference Halle (Saale), Germany, 19th-21st September 2019, pp. 293–332. Landesamt f. Denkmalpflege u. Archäologie Sachsen-Anhalt. ISBN 9783948618643
Kellermann, W., Martin, R., & Ono, N. (2023). Signal processing and machine learning for speech and audio in acoustic sensor networks. EURASIP Journal on Audio, Speech, and Music Processing, 2023(1) https://doi.org/10.1186/s13636-023-00322-6
Koppelmann, T., Agcaer, S., & Martin, R. (2023). Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation. In INTERSPEECH 2023 (pp. 321–325). ISCA. https://doi.org/10.21437/Interspeech.2023-932
Martin, R., Buyens, W., Nagathil, A., Nogueira, W., van Dijk, B. & Wouters, J. (2023). COMMENT ON "NOVEL WEB-BASED MUSIC RE-ENGINEERING SOFTWARE FOR ENHANCEMENT OF MUSIC ENJOYMENT AMONG COCHLEAR IMPLANTEES" BY HWA ET AL. (OTOL NEUROTOL 2021;42(9). Otology & neurotology, 44 (1), 96–97. https://doi.org/10.1097/MAO.0000000000003752
Neudek, D., Stodt, B., Martin, R., & Getzmann, S. (2023). Development and validation of audio-visual VR technology on the basis of experiments on auditory localization and attention in virtual and real 3D-spaces. In Proceedings of the 1st AUDICTIVE Conference. - June 19-22, 2023, RWTH Aachen University, Aachen, Germany. Published on the publication server of RWTH Aachen University https://doi.org/10.18154/RWTH-2023-05549
Oberhag, M., Neudek, D., Martin, R., Rosenkranz, T., & Puder, H. (2023). Short-term Extrapolation of Speech Signals Using Recursive Neural Networks in the STFT Domain. In INTERSPEECH 2023 (pp. 1075–1079). ISCA. https://doi.org/10.21437/Interspeech.2023-992
Stodt, B., Neudek, D., Martin, R., & Getzmann, S. (2023). Does Auditory Distance Perception Perform Similar in Real and Virtual Environments? Results from an EEG Experiment. In Fortschritte der Akustik: Vol. 49. Tagungsband, DAGA 2023 - 49. Jahrestagung für Akustik: 06. - 09. März 2023, Hamburg (pp. 1443–1446). Deutsche Gesellschaft für Akustik e.V., 2023.
Stodt, B., Neudek, D., Getzmann, S., & Martin, R. (2023). Studying cognitive processes in virtual space - Results from an EEG experiment on auditory distance perception. In Abstracts of the 65th TeaP. ZPID (Leibniz Institute for Psychology). Available online on https://doi.org/10.23668/psycharchives.12945
2022
Becker, L., Nelus, A., Glitza, R., & Martin, R. (2022). Accelerated Unsupervised Clustering in Acoustic Sensor Networks Using Federated Learning and a Variational Autoencoder. In 2022 International Workshop on Acoustic Signal Processing (IWAENC) (pp. 1-5). https://doi.org/10.1109/IWAENC53105.2022.9914753
Chen, S., Stockel, P., Taghia, J., Kühnau, U., & Martin, R. (2022). Iterative 2D sparse signal reconstruction with masked residual updates for automotive radar interference mitigation. EURASIP Journal on Advances in Signal Processing, 2022,1, Article 33. https://doi.org/10.1186/s13634-022-00863-6
Chen, S. Taghia, J., Kühnau, U., Pohl, N., & Martin, R. (2022). A Two-Stage DNN Model With Mask-Gated Convolution for Automotive Radar Interference Detection and Mitigation. IEEE Sensors Journal, 2212, 12017-12027. https://doi.org/10.1109/JSEN.2022.3173129
Enzner, G., Urbanietz, C., & Martin, R. (2022). Optimized Learning of Spatial-Fourier Representations from Fast HRIR Recordings. In 30th European Signal Processing Conference (EUSIPCO 2022) Proceedings. Belgrade, Serbia, 29.08.-02.09.2022.pp. 304-308.
Gauer, J., Nagathil, A., Eckel, K., Belomestny, D., & Martin, R. (2022). A versatile deep-neural-network-based music preprocessing and remixing scheme for cochlear implant listeners. The Journal of the Acoustical Society of America, 151(5), 2975–2986. https://doi.org/10.1121/10.0010371
Gruber, C., Enzner, G., & Martin, R. (2022). A State-Space Recurrent Neural Network Model for Dynamical Loudspeaker System Identification. In 2022 International Workshop on Acoustic Signal Processing (IWAENC) (pp. 1-5). https://doi.org/10.1109/IWAENC53105.2022.9914719
Koppelmann, T., Becker, L., Nelus, A., Glitza, R., Schönherr, L., & Martin, R. (2022). Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. In Interspeech 2022 (pp. 719-723). ISCA. https://doi.org/10.21437/Interspeech.2022-842
Lentz, B., Völter, C., Martin, R. (2022). Spectral sparsification of speech signals and its interaction with top-down mechanisms in adult cochlear implant users. Speech Communication, 144, pp. 67-74. https://doi.org/10.1016/j.specom.2022.08.008
Lentz, B., Martin, R., Oberlander, K., & Volter, C. (2022). On Spectral and Temporal Sparsification of Speech Signals for the Improvement of Speech Perception in CI Listeners. In ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 346–350). https://doi.org/10.1109/ICASSP43922.2022.9747474IEEE.
Neudek, D., Stodt, B., Getzmann, S., & Martin, R. (2022). Calibration of an Acoustic Virtual Environment for Plausible Distance Perception. In Fortschritte der Akustik : Vol. 48. Daga 2022: 48. Jahrestatung für Akustik, 21. - 24. März 2022, Stuttgart und Online (pp. 1171-1172). DEGA.
Taghia, J., Neudek, D., Rosenkranz, T., Puder, H. & Martin, R. (2022). First-Order Recursive Smoothing of Short-Time Power Spectra in the Presence of Interference. IEEE Signal Processing Letters, 29, 239–243. https://doi.org/10.1109/LSP.2021.3132288
Thaleiser, S., Chinaev, A., Martin, R., & Enzner, G. (2022). Dual-Compression Neural Network with Optimized Output Weighting For Improved Single-Channel Speech Enhancement. In 2022 International Workshop on Acoustic Signal Processing (IWAENC) (pp. 1-5). https://doi.org/10.1109/IWAENC53105.2022.9914737
2021
Agcaer, S., & Martin, R. (2021). Binaural Speaker Localization Based on Front/Back-Beamforming and Modulation-Domain Features. In G. Schmidt & P. Jax (Eds.), ITG-Fachbericht: Vol. 298, Speech communication: 14th ITG Conference 29.09. - 01.10.2021, Online-Event (pp. 79–83). VDE Verlag.
Chen, S., Taghia, J., Fei, T., Kühnau, U., Pohl, N., & Martin, R. (2021). A DNN autoencoder for automotive radar interference mitigation. In ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (pp. 4065–4069). IEEE. https://doi.org/10.1109/ICASSP39728.2021.9413619
Gauer, J., Kleingarn, D., & Martin, R. (2021). Analysis and Improvements of the Cepstrum Method for Fundamental Frequency Estimation in Music Signals. In 2021 29th European Signal Processing Conference (EUSIPCO) (pp. 371–375). IEEE. https://doi.org/10.23919/EUSIPCO54536.2021.9616178
Koppelmann, T., Nelus, A., Schönherr, L., Kolossa, D., & Martin, R. (2021). Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. Proc. Interspeech 2021, 876-880. https://doi.org/1021437/Interspeech.2021-262
Nelus, A., Glitza, R., & Martin, R. (2021). Estimation of microphone clusters in acoustic sensor networks using unsupervised federated learning. In ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (pp. 761–765). IEEE. https://doi.org/10.1109/ICASSP39728.2021.9414186
Nelus, A., & Martin, R. (2021). Privacy-preserving audio classification using variational information feature extraction. IEEE/ACM Transactions on Audio, Speech, and Language Processing. https://doi.org/10.1109/TASLP.2021.3108063
Nelus, A., Glitza, R., & Martin, R. (2021). Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. In 2021 29th European Signal Processing Conference (EUSIPCO) (pp. 1115–1119). IEEE. https://doi.org/10.23919/EUSIPCO54536.2021.9615980
Neudek, D., Nagathil, A., Wißmann, A., Getzmann, S., & Martin, R. (2021). On Least-squares-based Auditory Attention Decoding with Individual Neural Latency Compensation. In Fortschritte der Akustik - DAGA 2021 - 47. Jahrestagung für Akustik: 15.-18. August 2021, Wien und Online (pp. 1344–1347). Deutsche Gesellschaft für Akustik e.V.
Völter, C., Oberländer, K., Carroll, R., Dazert, S., Lentz, B., Martin, R., & Thomas, J. P. (2021). Nonauditory functions in low-performing adult cochlear implant users. Otology & Neurotology, 42(5), e543-e551. https://doi.org/10.1097/MAO.0000000000003033
2020
Becker, L., Nelus, A., Gauer, J., Rudolph, L. & Martin, R. (2020). Audio Feature Extraction for Vehicle Engine Noise Classification. In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 711-715). IEEE. https://doi.org/10.1109/ICASSP40776.2020.9053117
Chen, S., Taghia, J., Kühnau, U., Fei, T., Grünhaupt, F., & Martin, R. (2020). Automotive Radar Interference Reduction Based on Sparse Bayesian Learning. In 2020 IEEE Radar Conference (RadarConf20). IEEE. https://doi.org/10.1109/RadarConf2043947.2020.9266706
Chen, S., Shangguan, W., Taghia, J., Kühnau, U., & Martin, R. (2020). Automotive Radar Interference Mitigation Based on a Generative Adversarial Network. In 2020 Asia-Pacific Microwave Conference, 8-11 December, 2020, Hong Kong SAR, China.
Lentz, B., Nagathil, A., Gauer, J. & Martin, R.(2020). Harmonic/Percussive Sound Separation and Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners. In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 8713-8717). IEEE. https://doi.org/10.1109/ICASSP40776.2020.9052920
Neudek, D., Nagathil, A., Getzmann, S. & Martin, R. (2020). Speaker change detection based on event-related potentials with a consumer brain-computer interface. In Fortschritte der Akustik - DAGA 2020: 46. Deutsche Jahrestagung für Akustik (pp. 949-951). DEGA.
Zohourian, M., & Martin, R. (2020). Binaural Direct-to-Reverberant Energy Ratio and Speaker Distance Estimation. IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, pp. 92-104 https://doi.org/10.1109/TASLP.2019.2948730
2019
Ağcaer, S. & Martin, R. (2019). Model-based Optimization of a Low-dimensional Modulation Filter Bank for DRR and T60 Estimation. In 27th EUSIPCO 2019: European Signal Processing Conference : A Coruña, Spain, September 2-6, 2019. IEEE. (https://doi.org/10.23919/EUSIPCO.2019.8902827)
Gauer, J., Krymova, E., Belomestny, D., & Martin, R. (2019). Spectral Complexity Reduction of Music Signals for Cochlear Implant Users based on Subspace Tracking. In 27th EUSIPCO 2019: European Signal Processing Conference : A Coruña, Spain, September 2-6, 2019. IEEE. (https://doi.org/10.23919/EUSIPCO.2019.8902740)
Gauer, J., Krymova, E., Voelter, C., Belomestny, D., and Martin, R. (2019). “An On-Line Algorithm for Spectral Complexity Reduction of Music Signals for Cochlear Implant Listeners,” In: 2019 Conference on Implantable Auditory Prostheses, p. 229 (Abstract).
Gauer, J., Nagathil, A., Martin, R., Thomas, J. P., & Völter, C. (2019). Interactive Evaluation of a Music Preprocessing Scheme for Cochlear Implants Based on Spectral Complexity Reduction. Frontiers in Neuroscience, 13, 1206. (https://doi.org/10.3389/fnins.2019.01206)
Lentz, B., Nagathil, A., Gauer, J., and Martin, R. (2019). “Music Simplification for Cochlear Implant Users through Harmonic/Percussive Sound Separation and Spectral Complexity Reduction,” In: 22. Jahrestagung Der Deutschen Gesellschaft Für Audiologie, p. 1 (Abstract).
Madhu, N., Gergen, S., Martin, R. (2019). "A robust sequential hypothesis testing method for break squeal localisation ", J. Acoust. Soc. Am., 146 (6), 4898-4912. (https://doi.org/10.1121/1.5138608)
Nagathil, A., & Martin, R. (2019). Objective Evaluation of Ideal Time-Frequency Masking for Music Complexity Reduction in Cochlear Implants. In The Laboratory PRISM "Perception, Representations, Image, Sound, Music" (Chair), Proceedings of the 14th International Symposium on Computer Music Multidisciplinary Research (CNMR 2019). Symposium conducted at the meeting of The Laboratory PRISM "Perception, Representations, Image, Sound, Music", Marseille, France.
Nelus, A., Ebbers, J., Haeb-Umbach, R., & Martin, R. (2019). Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification. In Interspeech 2019 (pp. 3710–3714). ISCA. (https://doi.org/10.21437/Interspeech.2019-1703)
Nelus, A., & Martin, R. (2019). Privacy-aware Feature Extraction for Gender Discrimination versus Speaker Identification. In 2019 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings : May 12-17, 2019, Brighton Conference Centre, Brighton, United Kingdom (pp. 671–674). IEEE. (https://doi.org/10.1109/ICASSP.2019.8682394)
Nelus, A., Rech, S., Koppelmann, T., Biermann, H., & Martin, R. (2019). Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification. In Interspeech 2019 (pp. 3705–3709). ISCA. (https://doi.org/10.21437/Interspeech.2019-1148)
Nogueira, W., Nagathil, A., Martin, R. (2019). "Making Music More Accessible for Cochlear Implant Listeners: Recent Developments", IEEE Signal Processing Magazine, vol. 36, no. 1, pp. 115-127, January 2019.
Zohourian, M., & Martin, R. (2019). Direct-to-reverberant Energy Ratio Estimation Based on Interaural Coherence and a Joint ITD/ILD Model. In 2019 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings : May 12-17, 2019, Brighton Conference Centre, Brighton, United Kingdom (pp. 611–615). IEEE. (https://doi.org/10.1109/ICASSP.2019.8683336)
Zohourian, M., Stinner, J., & Martin, R. (2019). Speaker Distance Estimation using Binaural Hearing Aids and Deep Neural Networks. In M. Ochmann, M. Vorländer, & J. Fels (Eds.), Proceedings of the 23rd International Congress on Acoustics : integrating 4th EAA Euroregio 2019 : 9-13 September 2019 in Aachen, Germany (pp. 3297–3304). Deutsche Gesellschaft für Akustik. (https://doi.org/10.18154/RWTH-CONV-239773)
2018
Ağcaer, S., Martin, R. (2018). "Binaural Source Localization based on Modulation-Domain Features and Decision Pooling", in Proc. of LOCATA Challenge Workshop -a satellite event of IWAENC 2018, Tokyo, Japan, Sept. 2018.
Ebbers, J., Nelus, A., Martin, R., & Häb-Umbach, R. (2018). Evaluation of modulation-MFCC features and DNN classification for acoustic event detection. In Tagungsband - DAGA 2018: 44. Jahrestagung für Akustik : 19.-22. März 2018, München (pp. 1518–1521). Deutsche Gesellschaft für Akustik e.V. (DEGA).
Gauer, J., Nagathil, A., Völter, C., Thomas, J. P., Martin, R. (2018). „Spectral complexity reduction of music signals for cochlearimplant users - A validation with an interactive user interface“, Poster presented at the 15th International Conference on Cochlear Implants and other Implantable Auditory Technology, Antwerp, Belgium, June 2018.
Gauer, J., Nagathil, A., Martin, R., Thomas J.-P., Völter, C. (2018). "Validation of a Music Enhancement Method for CI Listeners Using an Interactive User Interface", (Extended Abstract) Proc. International Workshop on Speech Processing for Voice, Speech, and Hearing Disorders, Mysore, India, Sept. 8-9, 2018.
Gauer, J., Nagathil, A., Martin, R. (2018). "Binaural spectral complexity reduction of music signals for cochlear implant listeners", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, April 2018.
Gergen, S., Martin, R., Madhu, N. (2018). „Source separation by fuzzy-membership value aware beamforming and masking in ad hoc arrays”, Speech Communication; 13th ITG-Symposium, 2018, 1-5, Oct.
Gergen, S., Martin, R., Madhu, N. (2018). “Source Separation by Feature-Based Clustering of Microphones in Ad Hoc Arrays”, 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC), 2018, 530-534, Sep.
Nagathil, A., Schlattmann, J.-W., Neumann, K., Martin, R. (2018). "Music Complexity Prediction for Cochlear Implant Listeners Based on a Feature-based Linear Regression Model", J. Acous. Soc. Am. (JASA), 144(1), pp. 1-10, July 2018.
Nelus, A., Martin, R. (2018). “Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction”, Speech Communication; 13th ITG-Symposium, 2018, 1-5, Oct.
Martin, R., Cohen, I. (2018). "Single-Channel Speech Presence Probability Estimation and Noise Tracking", in Audio source separation and speech enhancement, ed. Emmanuel Vincent, Sharon Gannot and Tuomas Virtanen, 87–106. Hoboken, NJ: John Wiley & Sons, 2018.
Oberländer, K., Gauer, J., Nagathil, A., Martin, R., Thomas, J. P., Völter, C. (2018). „Komplexitätsreduktion zur Verbesserung des Musikgenusses bei CI Trägern“. presented at the 35. Wissenschaftliche Jahrestagung der Deutschen Gesellschaft für Phoniatrie und Pädaudiologie (DGPP), Innsbruck, Austria, September 2018.
Yee D., Kamkar-Parsi, H., Martin R., Puder, H. (2018). "A Relative Transfer Function-based Post-Filter for Speech Enhancement in Hearing Aids using a Nearby External Microphone", 13th ITG Conference on Speech Communication, Oldenburg, Germany, Oct. 2018.
Yu, H., Tan, Z. Ma, Z., Martin, R., Guo J. (2018). "Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features", IEEE Transactions on Neural Networks and Learning Systems, Vol. 29 no. 10, pp. 4633-4644, October 2018.
Zohourian, M., Martin, R. (2018). "GSC-based Binaural Speaker Separation Preserving Spatial Cues", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, April 2018.
Zohourian, M., Enzner, G., Martin, R. (2018). "Binaural Speaker Localization Integrated in an Adaptive Beamformer for Hearing Aids", IEEE/ACM Trans. Audio, Speech, and Language Processing, Vol. 26, no. 3, pp. 515-528, March 2018.
2017
Friedrichs, K., Bauer, N., Martin, R., Weihs, C. (2017). "A computational study of auditory models in music recognition tasks for normal-hearing and hearing-impaired listeners", EURASIP Journal on Audio, Speech, and Music Processing, vol. 2017, no. 1, pp. 7, March 2017.
Nagathil, A., Weihs, C., Neumann, K., Martin, R. (2017). "Spectral Complexity Reduction of Music Signals Based on Frequency-domain Reduced-rank Approximations: An Evaluation with Cochlear Implant Listeners," J. Acous. Soc. Am. (JASA), 142(3), pp. 1219-1228, September 2017.
Nagathil, A., Schlattmann, J.-W., Neumann, K., Martin, R. (2017). “Evaluation of Spectral Music Complexity Reduction Methods for Cochlear Implant Listeners by Means of a Perceptual Music Quality Prediction Model”, Conference on Implantable Auditory Prostheses (CIAP), Lake Tahoe, USA, July 2017.
Nagathil, A., Schlattmann, J.-W., Neumann, K., Martin, R. (2017). "A Feature-based Linear
Regression Model for Predicting Perceptual Ratings of Music by Cochlear Implant Listeners", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, March 2017.
Krymova, E., Nagathil, A., Belomestny, D., Martin, R. (2017). "Segmentation of Music Signals Based on Explained Variance Ratio for Applications in Spectral Complexity Reduction", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, March 2017.
Zohourian, M., Martin, R., Madhu, N. (2017). “New insights into the role of the head radius in model-based binaural speaker localization", in 2017 25th European Signal
Processing Conference (EUSIPCO), Aug 2017, pp. 221– 225.
Zohourian, M., Enzner, G., Martin, R. (2017). "Binaural Speaker Localization Integrated in an Adaptive Beamformer for Hearing Aids", IEEE/ACM Trans. Audio, Speech, and Language Processing, Vol. 26, no. 3, pp. 515-528, March 2018.
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2016
Gergen, S., Martin, R. Madhu, N. (2016). "Source separation by fuzzy-membership value aware beamforming and masking in ad hoc arrays", 13th ITG Conference on Speech Communication, Oldenburg, Germany, Oct. 2016.
Gergen, S., Martin, R. (2016). "Estimating Source Dominated Microphone Clusters in Ad-Hoc Microphone Arrays by Fuzzy Clustering in the Feature Space", ITG-Fachtagung Sprachkommunikation, Paderborn, Germany, Oct. 2016.
Nelus, A., Gergen, S., Taghia, J., Martin, R. (2016). "Towards Opaque Audio Features for Privacy in Acoustic Sensor Networks", ITG-Fachtagung Sprachkommunikation, Paderborn, Germany, Oct. 2016.
Martin R., Nagathil A. (2016). "Digital Filters and Spectral Analysis", in Weihs, C., Jannach, D., Vatolkin, I., Rudolph, G. (eds.): "Music Data Analysis: Foundations and Applications", CRC Press, pp. 111-143, 2016
Nagathil, A., Weihs C., Neumann, K., Martin, R. (2016). “Frequency-domain Reduced-rank Approximations of Music Signals for the Improvement of Music Perception in Cochlear Implant Listeners,” ARCHES Meeting/ICanHear Conference, Zurich, Switzerland, 21.-23. November 2016
Nagathil, A., Martin, R. (2016). "Signal-Level Features", in Weihs, C., Jannach, D., Vatolkin, I., Rudolph, G. (eds.): "Music Data Analysis: Foundations and Applications", CRC Press, pp. 145-164, 2016
Nagathil, A., Weihs, C., Martin, R. (2016). “Spectral Complexity Reduction of Music Signals for Mitigating Effects of Cochlear Hearing Loss,” IEEE/ACM Trans. Audio, Speech, and Language Processing, vol. 24, no. 3, pp. 445-458, March 2016.
Nelus, A., Martin, R. (2016). "Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction", 13th ITG Conference on Speech Communication, Oldenburg, Germany, Oct. 2016.
Schasse, A., Martin, R., Kornagel, U., Fischer, E., Puder, H. (2016). „Efficient estimation of inter-subband speech correlations”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), S. 5385–5389, 2016.
Taghia, J., Kolossa, D., Martin, R. (2016). „ALE for robots! A single-channel approach to robot self-noise cancellation”, IEEE International Workshop on Acoustic Signal Enhancement (IWAENC), S. 1–5, 2016.
Taghia, J., Martin, R. (2016). “A Frequency-domain adaptive line enhancer with step-size control based on mutual information for harmonic noise reduction”, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, no. 6, pp. 1140-1154, June 2016.
Yee, D., Kamkar-Parsi, H., Martin, R., Puder, H. (2016). „A Model-Based Placement Strategy for a Nearby External Microphone for Speech Enhancement in Hearing Aids”, ITG-Fachtagung Sprachkommunikation, Paderborn, Germany, Oct. 2016.
Yee, D., Kamkar-Parsi, H., Puder, H., Martin, R. (2016). “A Speech Enhancement System Using Binaural Hearing Aids and an External Microphone”, in IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2016: March 20-25, 2016 Shanghai, China, 246–50: IEEE.
Zohourian, M., Martin, R. (2016). “Adaptive binaural beamforming based on model-based binaural localization”, Poster Presentation, International Hearing Aid Research Conference (IHCON 2016), August 10-14, 2016, Tahoe City, CA, USA.
Zohourian, M., Enzner, G., Martin, R. (2016). “Improved binaural speaker localization and separation robust to rotational head movement”, Fortschritte der Akustik - DAGA 2016: 42. Jahrestagung für Akustik, 14. bis 17. März 2016 in Aachen, ed. Deutsche Gesellschaft für Akustik e.V, 1080–83.
Zohourian, M., Enzner, G., Martin, R. (2016). “On the Use of Beamforming Approaches for Binaural Speaker Localization”, ITG-Fachtagung Sprachkommunikation, Paderborn, Germany, Oct. 2016.
Zohourian, M., Martin, R. (2016). “Binaural Speaker Localization and Separation Based on a Joint ITD/ILD Model and Head Movement Tracking”, in IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2016: March 20-25, 2016 Shanghai, China, 430–34: IEEE.
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2015
Agcaer, S., Schlesinger, A., Hoffmann, F.-M., Martin, R. (2015). "Optimization of amplitude modulation features for low-resource acoustic scene classification," in Signal Processing Conference (EUSIPCO), 2015 23rd European , vol., no., pp.2556-2560, Aug. 31 2015-Sept. 4 2015.
Martin, R., Azarpour, M., Enzner, G. (2015). "Binaural Speech Enhancement with Instantaneous Coherence Smoothing Using The Cepstral Correlation Coefficient", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.111-115, Brisbane, Australia, April 2015.
Gergen, S., Nagathil, A., Martin, R. (2015). "Reduction of reverberation effects in the MFCC modulation spectrum for
improved classification of acoustic signals", Interspeech 2015, Dresden, September 2015.
Gergen, S., Nagathil, A., Martin, R. (2015). "Classification of reverberant audio signals using clustered ad hoc distributed microphones". Signal Processing, 107, 21-32.
Nagathil, A., Weihs C., Martin R. (2015). “Signal Processing Strategies for Improving Music Perception in the Presence of a Cochlear Hearing Loss,” in Proc. Jahrestagung der Deutschen Gesellschaft für Audiologie (DGA), Bochum, Germany, ISBN 978-3-9813141-5-1.
Schasse, A., Gerkmann, T., Martin, R., Sörgel, W., Pilgrim, T., Puder, H. (2015), "Two-Stage Filter-Bank System for Improved Single-Channel in Hearing Aids", IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) ,vol. 23, no. 2, February 2015, pp. 383-393.
Zohourian, M., Archer-Boyd, A., Martin, R. (2015). ''Multi-Channel Speaker Localization and Separation
Using a Model-Based GSC and an Inertial Measurement Unit'', IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP), pp.5615-5619, Brisbane, Australia, 2015.
Zohourian, M., Archer-Boyd, A., Martin, R. (2015). '' An Improved Adaptive Beamformer Robust to
Rotational Movement'', in Proc. Jahrestagung der Deutschen Gesellschaft für Audiologie (DGA), pp.3611-3615, Bochum, Germany, ISBN 978-3-9813141-5-1.
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2014
Enzner, G., Martin, R., Vary, P. (2014). "Uncertainty
modeling in acoustic echo control", IEEE International Conference on Acoustics, Signals, Systems and Computers, pp. 1633-1638, Nov. 2014.
Azarpour, M., Enzner, G., Martin, R. (2014). "Binaural Noise PSD Estimation for Binaural Speech Enhancement", International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2014, Florence, Italy, May 2014.
Gergen, S., Martin, R. (2014). "Linear Combining of Audio Features for Signal Classification in Ad-hoc Microphone Arrays", Proc. ITG Fachtagung Sprachkommunikation, September 2014.
He, Y., Martin, R., Bilgic, A. (2014). "
Scalable low-complexity GPS and DGPS positioning using approximate QR decomposition, Signal Processing , 94, 445 - 455, 2014.
Ma, Z., Martin, R., Guo, J., Zhang, H. (2014). "Nonlinear Estimation of Missing ΔLSF Parameters by a Mixture of Dirichlet Distributions",
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2014, Florence, Italy, May 2014.
Madhu, N., Martin, R., Rehn, H. W., Gergen, S., Fischer, A. (2014). "A hierarchical approach for the online, on-board detection and localisation of brake squeal using microphone arrays", 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) 2014, Nancy, France, May 2014.
Schasse, A., Martin, R. (2014). “Estimation of Subband Speech Correlations for Noise Reduction via MVDR Processing”, IEEE Trans. Audio, Speech and Language Process., vol. 22, no. 9, pp. 1355-1365, September 2014.
Schmid, D., Enzner, G., Malik, S., Kolossa, D., Martin, R. (2014). "Variational Bayesian Inference for
Multichannel Dereverberation and Noise Reduction", IEEE Trans. on Audio, Speech and
Language Processing, vol. 22, no. 8, pp. 1320-1335, Aug. 2014.
Taghia, J., Martin, R. (2014). "A negentropy based adaptive line enhancer for single-channel noise reduction at low SNR conditions”, IEEE international conference on acoustics, speech, and signal processing (ICASSP), Florence, 2014.
Taghia, J., Martin, R. (2014). “Objective intelligibility measures based on mutual information for speech subjected to speech enhancement processing”, IEEE Transactions on Audio, Speech, and Language Processing, vol. 22, no. 1, pp. 6-16, January 2014.
2013
Astudillo, F. R., Kolossa, D., Abad, A., Zeiler, S., Saeidi, R., Mowlaee, R., da Silva Neto, J. P., Martin, R. (2013). "Integration of Beamforming and Uncertainty-of-Observation Techniques for Robust ASR in Multi-Source Environments", Computer Speech and Language, Special Issue on Multisource Environments, vol. 27, no. 3, pp. 837-850, May 2013.
Azarpour, M., Enzner, G., Martin, R. (2013), "Adaptive Binaural Noise Reduction Based on Matched-Filter Equalization and Post-Filtering", International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2013, Vancouver, Canada, May 2013.
Azarpour, M., Schmid, D., Martin, R., Gerkmann, T. (2013). "An Evaluation of Binaural Noise and Reverberation Reduction Algorithms", in Proceedings AIA-DAGA 2013 Conference on Acoustics.
Gergen, S., Nagathil, A., Martin, R. (2013). "Audio Signal Classification in Reverberant Environments Based on Fuzzy-Clustered Ad-hoc Microphone Arrays", International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2013, Vancouver, Canada, May 2013.
Mohammadiha, N., Martin, R., Leijon, A. (2013). "Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors", IEEE SIGNAL PROCESSING LETTERS, VOL. 20, NO. 3, pp. 253 - 256, MARCH 2013.
Nagathil, A., Martin, R. (2013). "Evaluation of Spectral Transforms for Music Signal Analysis," in Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, USA, October 2013.
Nickel, R, Astudillo, F. R., R., Kolossa, D., Martin, R. (2013). “Corpus-Based Speech
Enhancement with Uncertainty Modeling and Cepstral Smoothing”, IEEE Trans. on Audio,
Speech and Language Processing, vol. 21, no. 5, May 2013.
Schasse, A., Martin, R. (2013). "Online Inter-Frame Correlation Estimation
Methods for Speech Enhancement in Frequency Subbands", in Proc. IEEE
Int. Conf. Acoustics, Speech, and Signal Process. (ICASSP), Vancouver,
Canada, 2013.
Taghia, Jalal, Martin, R., Taghia, Jalil, Leijon, A. (2013). "Dual-Channel Noise Reduction Based on a Mixture of Circular-Symmetric Complex Gaussians on Unit Hypersphere", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, 2013.
Vatolkin I., Nagathil A., Theimer W., Martin R. (2013). “Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition,” in Proc. 7th Int. Conf. on Evolutionary Multi-Criterion Optimization (EMO), Sheffield, UK, March 2013.
2012
Azarpour, M., Enzner, G., Martin, R. (2012). “Distortionless-Response vs. Matched-Filter-Array Processing for Adaptive Binaural Noise Reduction”, International Workshop on Acoustic Signal Enhancement (IWAENC 2012).
Borß, C., Martin, R. (2012). "On the Construction of Window Functions with Constant Overlap- add Constraint for Arbitrary Window Shifts",
ICASSP, pp. 337-340, Kyoto, Japan, March 2012.
Dokku, R., Martin, R. (2012). “Detection of Stop Consonants in Continuous Noisy Speech Based on an Extrapolation Technique”, in Proc. European Signal Processing Conference (EUSIPCO), Bucharest, Romania, pp. 2338-2342, 2012.
Gergen, S., Borß, C., Madhu, N., Martin, R. (2012). " An Optimized Parametric Model for the Simulation of Reverberant Microphone Signals", IEEE International Conference on Signal Processing, Communications and Computing ICSPCC 2012, Hong Kong, August 2012.
Gergen, S., Grautstück, C., Martin, R. (2012). "Messtechnische Untersuchung der Akustik eines Elektroautos", 38. Jahrestagung für Akustik DAGA 2012, Darmstadt, März 2012.
Martin, R., Kolossa, D. (2012). “Voice activity detection, noise estimation, and adaptive filters for acoustic signal enhancement”, in: T. Virtanen, R. Singh, B. Raj (eds.): “Techniques for Noise Robustness in Automatic Speech Recognition”, John Wiley & Sons, September 2012.
Mowlaee, P., Saeidi, R., Christensen, M., Martin, R. (2012). "Subjective and Objective Quality Assessment of Single-Channel Speech Separation Algorithms",
ICASSP, pp. 69-72, Kyoto, Japan, March 2012.
Mowlaee, P., Saeidi, R., Martin, R. (2012). "Model-Driven Speech Enhancement for Multisource Reverberant Environment", Signal Separation Evaluation Campaign (SiSEC) 2011,
in: Proc. The 10th International Conference on Latent Variable Analysis and Source Separation LVA/ICA 2012 , vol. 7191, pp. 454-461, 2012.
Nagathil, A., Martin, R. (2012). "Optimal Signal Reconstruction from a Constant-Q Spectrum",
ICASSP, pp. 349-352, Kyoto, Japan, March 2012.
Nickel, R., Astudillo, F. R., Kolossa, D., Zeiler, S., Martin, R. (2012). "Inventory-Style Speech Enhancement with Uncertainty-of- Observation Techniques",
ICASSP, pp. 4645-4648, Kyoto, Japan, March 2012.
Schasse, A., Tendyck, C., Martin, R. (2012). "Improved Source Localisation Based on the Doppler Effect",
Intern. Workshop on Acoustic, Echo and Noise Control (IWAENC), 2012.
Schasse, A., Martin, R., Soergel, W., Pilgrim, T., Puder, H. (2012). "Efficient Implementation of Single-Channel Noise Reduction for Hearing Aids Using a Cascaded Filter-Bank",
Proc. ITG Symposium Speech Communication, 287-290, 2012.
Taghia, J., Hendriks, R., Martin, R. (2012). "On Mutual Information as a Measure of Speech Intelligibility",
ICASSP, pp. 65-68, Kyoto, Japan, March 2012.
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2011
Blume, H., Bischl, B., Botteck, M., Igel, C., Martin, R., Roetter, G., Rudolph, G., Theimer, W., Vatolkin, I., Weihs, C. (2011). "Huge Music Archives on Mobile Devices - Toward an Automated Dynamic Organization", IEEE Signal Processing Magazine, 24-39 , Special Issue on Mobile Media Search, July 2011.
Breithaupt, C., Martin, R. (2011). "Analysis of the Decision-Directed SNR Estimator for Speech Enhancement With Respect to Low-SNR and Transient Conditions", IEEE Transactions on Audio, Speech, and Language Processing, pp. 277-289, Feb. 2011. ISSN 1558-8916.
Kolossa, D., Astudillo, F. R., Abad, A., Zeiler, S., Saeidi, R., Mowlaee, P., da Silva Neto, J.P., Martin, R. (2011). “CHiME Challenge: Approaches to Robustness using Beamforming and Uncertainty-of-Observation Techniques”, to appear in Proc. CHiME Workshop on Machine Listening in Multisource Environments, Florence, Italy, Sept.1, 2011.
Madhu, N., Martin, R. (2011). " A Versatile Framework for Speaker Separation Using
a Model-Based Speaker Localization Approach", IEEE Transactions on Audio, Speech, and Language Processing, vol. 19,
no. 7, pp. 1900-1912, ISSN 1558-7916, Sept. 2011.
Madhu, N., Martin, R. (2011). "Low-complexity, Robust Algorithm for Sensor Anomaly Detection and Self-calibration of Microphone Arrays", IET Signal Processing, 5, 97-103, ISSN 1751-9675.
Martin, R., Gerkmann, T. (2011). "Besser Hören dank Algorithmen: Wie digitale Signalverarbeitung Hörgeräte verbessert und die Kommunikation erleichtert", rubin Wissenschaftsmagazin, Frühjahr 2011, Ruhr-Universität Bochum.
Nagathil, A., Göttel, P., Martin, R. (2011). “Hierarchical Audio Classification
Using Cepstral Modulation Ratio
Regressions Based on Legendre Polynomials,” in Proc. International Conference
on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic,
Nickel, R., Martin R. (2011). " Memory and Complexity Reduction for Inventory-Style Speech Enhancement Systems", Proc. EUSIPCO 2011, pp. 196-200.
Vlaming, M. S. M. G., Kollmeier, B., Dreschler, W.A., Martin, R., Wouters,
J., Grover, B., Mohamad, Y., Houtgast, T.HearCom: Hearing in the
Communication Society, Acta Acoustica united with Acoustica, Vol. 97, No. 2,
pp 175-192, March/April 2011.
Taghia, Jalal, Taghia, Jalil, Mohammadiha, N., Sang, J., Vaclav Bouse, V., Martin, R. (2011). "An Evaluation of Noise Power Spectral Density Estimation Algorithms in Adverse Acoustic Environments", IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Prague, 2011.
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2010
Borß, C., Martin, R., Lyzenga, J. (2010). "Statistical Evaluation of Localization Performance and its Application in an Internet-Based Self-Screening Test Using a Virtual Environment", Acta Acustica united with Acustica, Vol. 96, pp. 936-946, 2010.
He, Y., Martin, R., Bilgic, A. (2010). "Approximate Iterative Least Squares Algorithms for GPS Positioning", IEEE Symposium on Signal Processing and Information Technology, December 2010.
Gerkmann T., Martin, R. (2010). "Cepstral smoothing with reduced computational complexity." ITG-Fachtagung Sprachkommunikation, Bochum, Germany, Oct. 2010.
Gerkmann, T., Martin, R. (2010). "Empirical distributions of DFT-domain speech coefficients based on estimated speech variances." International Workshop on Acoustic Echo and Noise Control (IWAENC), Tel Aviv, Israel, Aug. 2010.
Gerkmann, T., Krawczyk, M., Martin, R. (2010). "Speech presence probability estimation based on temporal cepstrum smoothing", Proc. IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4254-4257, Mar. 2010.
Mauler, D.,
Martin, R. (2010). "Optimization of Switchable
Windows for Low-Delay Spectral Analysis-Synthesis",
IEEE Int. Conf. on Acoustics, Speech, and Signal Processing
(ICASSP), March 2010.
Nagathil, A., Gerkmann, T., Martin, R. (2010). “Musical Genre Classification
Based on a Highly-resolved Cepstral Modulation Spectrum,” in Proc. European
Signal Processing Conference (EUSIPCO), Aalborg, Denmark, August 2010
Nagathil, A., Gerkmann, T., Martin, R. (2010). “Cepstral Modulation Features for
Classifying Audio Data,” in Proc. 36. Deutsche Jahrestagung für Akustik
(DAGA), Berlin, Germany, March 2010
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2009
Borß,
C., Martin, R. (2009). "An
Improved Parametric Model for Perception-Based Design
of Virtual Acoustics", in AES 35th Int. Conference,
London, UK, Feb. 2009.
Gerkmann, T., Martin, R. (2009): "On
the Statistics of Spectral Amplitudes After Variance Reduction
by Temporal Cepstrum Smoothing and Cepstral Nulling",
IEEE Transactions on Signal Processing, vol. 57, no. 11, pp.
4165-4174, Nov. 2009.
Gerkmann, T., Martin, R., Dalga, D. (2009). "Multi-Microphone
Maximum A Posteriori Fundamental Frequency Estimation
in the Cepstral Domain", IEEE Int. Conf.
on Acoustics, Speech, and Signal Processing (ICASSP),
pp. 4505-4508, Apr. 2009.
Martin, R., Nagathil, A. (2009). “Cepstral Modulation Ratio Regression (CMRARE)
Parameters for Audio Signal Analysis and Classification,” in Proc.
International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Taipei, Taiwan, April 2009
Mauler,
D., Martin, R. (2009). "Improved
Reproduction of Stops in Noise Reduction Systems with
Adaptive Windows and Nonstationarity Detection,”
/EURASIP Journal on Advances in Signal Processing/,
vol. 2009, Article ID 469480, 17 pages, 2009. doi:10.1155/2009/469480
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2008
Borß,
C., Martin, R. (2008). "Interactive
Auditory Virtual Environments for Mobile Devices",
10th Int. Conf. on Human-Computer Interaction with Mobile
Devices and Services (MobileHCI), Amsterdam, Netherlands,
Sep. 2008.
Borß, C., A. Silzle, A., Martin, R. (2008). "Internet-Based
Interactive Auditory Virtual Environment Generators",
14th International Conference on Auditory Display, Paris,
France, June 2008.
Breithaupt,
C., Gerkmann, T., Martin, R. (2008). "A
Novel a priori SNR Estimation Approach Based on Selective
Cepstro-temporal Smoothing", IEEE Int. Conf.
on Acoustics, Speech, and Signal Processing (ICASSP),
pp. 4897-4900, Apr. 2008.
Breithaupt, C., Krawczyk, M., Martin, R. (2008). "Parameterized
MMSE Spectral Magnitude Estimation for the Enhancement
of Noisy Speech", in Proc. IEEE International Conference
on Acoustics, Speech, and Signal Processing (ICASSP),
Las Vegas.
Breithaupt, C., Martin, R. (2008). "Noise Reduction
- Statistical Analysis and Control of Musical Noise",
in: Advances in Digital Speech Transmission, Martin,
R., Heute, U., Antweiler, C. (eds.), John Wiley.
Gerkmann, T., Breithaupt, C., Martin, R. (2008): "Bias
Compensation for Cepstro-Temporal Smoothing of Spectral
Filter Gains", 8. ITG-Fachtagung Sprachkommunikation,
Okt. 2008.
Gerkmann, T, Breithaupt, C., Martin, R. (2008). "Improved
A Posteriori Speech Presence Probability Estimation
Based on a Likelihood Ratio With Fixed Priors",
IEEE Trans. on Audio, Speech and Language Processing,
pp. 910-919, Vol. 16, No. 5, Jul. 2008.
Madhu, N., Martin, R. (2008). "A
Scalable Framework for Multiple Speaker Localization
and Tracking", 11th Int. Workshop on Acoustic
Echo and Noise Control (IWAENC), Seattle, WA, USA.,
September 14-17, 2008.
Madhu, N., Martin, R. (2008). "SCORE:
A Low Complexity Robust Algorithm for the Detection
of Corrupt Sensors and Self-Calibration of Microphone
Arrays", 11th Int. Workshop on Acoustic Echo
and Noise Control (IWAENC), Seattle, WA, USA., September
14-17, 2008.
Madhu, N., Breithaupt, C., Martin, R. (2008): "Temporal
Smoothing of Spectral Masks in the Cepstral Domain for
Speech Separation", in Proc. IEEE International
Conference on Acoustics, Speech, and Signal Processing
(ICASSP) , Las Vegas.
Madhu, N., Martin, R. (2008): Acoustic Source Localization
with Microphone Arrays, in: Advances in Digital Speech
Transmission, Martin, R., Heute, U., Antweiler, C. (eds.),
John Wiley.
Martin,
R., Breithaupt, C. (2008). "Analysis and Control
of Statistical Fluctuations in Noise Reduction Systems",
International Hearing Aid Research Conference (IHCON),
Lake Tahoe, U.S.A. (Abstract + Poster).
Martin, R., Heute, U., Antweiler, C. (2008): Advances
in Digital Speech Transmission, John Wiley.
Mauler,
D., Gerkmann, T., Martin, R. (2008). "An
Analysis of Quefrency Selective Temporal Smoothing of
the Cepstrum in Speech Enhancement", 11th Int.
Workshop on Acoustic Echo and Noise Control (IWAENC),
Sep. 2008.
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2007
Hendriks, R. C., Martin R. (2007): "MAP Estimators
for Speech Enhancement Under Normal and Rayleigh Inverse
Gaussian Distributions", IEEE Trans. on Speech,
Audio and Language Processing, Vol. 15, no 3, pp. 918-927.
Mauler, D.,
Martin, R. (2007): ”A Low Delay, Variable Resolution,
Perfect Reconstruction Spectral Analysis-Synthesis System
for Speech Enhancement”, Proc. European Signal
Processing Conference (EUSIPCO) 2007, September 3-7,
Poznan, Poland, pp. 222-227.
Mauler, D., Nagathil, A., Martin, R. (2007). "On Optimal Estimation of
Compressed Speech for Hearing Aids," in Proc. Interspeech, Antwerp, Belgium,
August 2007
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2006
Borß, C., Silzle, A., Martin, R. (2006): "Interactive Auditory Virtual Environments for Self-Screening Hearing Tests", 13. Tag der Biomedizinischen Technik, Bochum.
.
Breithaupt, C., Martin, R. (2006). "Statistical analysis and performance of DFT domain noise reduction filters for robust speech recognition", in: Proc. 9th International Conference on Spoken Language Processing, ICSLP 2006, 17-21 September 2006, USA-Pittsburgh, PA, pp. 365-368.
Breithaupt, C., Schwarz, J., Martin,R. (2006). "Geräuschreduktion für die robuste Spracherkennung", Fachtagung "Sprachkommunikation" der Informationstechnischen Gesellschaft (ITG), Kiel, 2006.
Breithaupt, C., Martin, R. (2006). "Voice activity detection in the DFT domain based on a parametric noise model", Proc. of the Int. Worksh. of Acoustic Echo and Noise Control (IWAENC), Paris, 2006.
Madhu N., Gückel, A. and Martin, R. (2006). "Combined Beamforming and Frequency Domain ICA for Source Separation", IWAENC, September 2006.
Madhu, N., Martin, R., et al. (2006). "Brake Squeal Localization", 32. Dtsch. Jahrestg. f. Akust., DAGA '06, pp. 725-726, D-Braunschweig.
Mauler, D. and Martin, R. (2006). "Noise Power Spectral Density Estimation on Highly Correlated Data", 10th Int. Workshop on Acoustic Echo and Noise Control (IWAENC), Paris, France, September 12-14, 2006.
Breithaupt, C., Martin, R. (2005). "Methoden der Signalverarbeitung für die robuste Spracherkennung", 31. Dtsch. Jahrestg. f. Akust., DAGA'05, pp. 313-314, D-München.
Gerkmann, T. , Martin, R. (2006). "Soft
Decision Combining for Dual Channel Noise Reduction",
ISCA Interspeech, pp. 2134–2137, Sep. 2006
Martin, R. (2006): "Bias Compensation Methods
for Minimum Statistics Noise Power Spectral Density
Estimation", Signal Processing, Vol.86, Issue 6,
June 2005, pp. 1215-1229
Krebber,
J., Drullman, R., Eneman, K., Huber, R., Jekosch, U.,
Luts, H., Martin, R. (2006): "Enhancement
of Telephone Situations for Hearing Impaired"
, Proceedings of the Conference and Workshop on Assistive
Technologies for Vision and Hearing Impairment Technology
for Inclusion, M.A. Hersh (ed), 2006
Vary, P.; Martin, R.(2006): "Digital Speech Transmission.
Enhancement, Coding and Error Concealment", John
Wiley-Verlag
Voges, C., R. Martin, et al. (2006): "Algorithms
of Audiovisual Speaker Localisation in Reverberant Acoustic
Environments." WPNC`06, pp.75-80
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2005
Madhu, N. , Martin, R. (2005). "Robust Speaker Localization Through Adaptive Weighted Pair TDOA (AWEPAT) Estimation", INTERSPEECH-2005, pp. 2341-2344, Lisbon, Portugal, September 2005.
Martin, R. (2005): "Speech Enhancement Based
on Minimum Mean Square Error Estimation and Supergaussian
Priors", IEEE Trans. Speech and Audio Processing,
Vol.13, No.5, pp.845-856
Martin,
R. (2005): "Statistical Methods for the Enhancement
of Noisy Speech", J.Benesty et al Eds., Speech
Enhancement, Springer
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2004
Martin,
R., Malah, D., Cox, R.V., Accardi, A.J. (2004): "A
Noise Reduction Preprocessor for Mobile Voice Communication",
JASP, No.8, pp. 1046-1058
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2003
Martin, R.; Breithaupt, C.: "Sprachsignalverbesserung
im Spektralbereich auf der Grundlage supergaußscher
Verteilungsdichtefunktionen", Proc. DAGA 03, Aachen,
2003.
Breithaupt, C; Martin, R.: "MMSE Estimation of
Magnitude-Squared DFT Coefficients with Supergaussian
Priors", Proc. IEEE Intl. Conf. Acoustics, Speech,
Signal Processing (ICASSP), 2003.
Martin, R.; Breithaupt, C.: "Speech Enhancement
in the DFT Domain Using Laplacian Speech", Priors.
Proc. Intl. Workshop Acoustic Echo and Noise Control
(IWAENC), 2003.
Martin,
R.: "Statistical Methods for the Enhancement of
Noisy Speech", Proc. Intl. Workshop Acoustic Echo
and Noise Control (IWAENC), pp. 1-6, 2003.
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2002
Enzner, G.; Martin, R.; Vary, P.: "The Tight
Relation between Acoustic Echo Cancellation and Residual
Echo Suppression by Postfiltering", Elektronische
Sprachsignalverarbeitung. Tagungsband der 13. Konferenz,
S. 213-220, Dresden, 2002.
Beaugeant, C.; Gilg, V.; Schoenle, M.; Jax, P.; Martin,
R.: "Computationally Efficient Speech Enhancement
using RLS and a Psychoacoustic Motivated Algorithm",
The 6th World Multiconference on Systemics, Cybernetics
and Informatics (SCI), Orlando, FL, USA, July 2002.
Enzner, G., Martin, R., Vary, P.: "Unbiased Residual
Echo Power Estimation for Hands-Free Telephony ",
IEEE ICASSP'02, Orlando, Florida, May 2002.
Martin, R.: "Speech Enhancement Using MMSE Short
Time Spectral Estimation with Gamma Distributed Speech
Priors ", IEEE ICASSP'02, Orlando, Florida, May
2002.
Enzner,
G.; Martin, R.; Vary, P.: "Partitioned Residual
Echo Power Estimation for Frequency-Domain Acoustic
Echo Cancellation", European Transactions on Telecommunications,
Vol. 13, No.2. pp. 103-114, 2002.
Gustafsson,
S., Martin, R., Jax, P., Vary, P.: "A Psychoacoustic
Approach to Combined Acoustic Echo Cancellation and
Noise Reduction", IEEE Trans. Speech and Audio
Processing, Vol.10, No.5, pp. 245-256, 2002.
back
2001
Mertz, F.; Martin, R.; Bossu,
B., Fingscheidt, T., Faerber, T. (2001): "A Real-Time
System for Voice over IP Using the Adaptive Multi-Rate
Speech Coder", Proc. 10. Aachener Kolloquium Signaltheorie.
Martin,
R.; Petrovsky, A.; Lotter, T.: "Planar Superdirective
Microphone Arrays for Speech Acquisition in the Car"
, Proc. Euro. Conf. Speech Communication and Technology
(EUROSPEECH), 2001.
Martin,
R.; Mertz, F.: " Multiple Descriptions and Missing
Data Estimation for Voice over Packet-Switched Networks
", Proc. 12. Konferenz Elektronische Sprachsignalverarbeitung,
2001.
Martin,
R.; Lotter, T.: " Optimal recursive smoothing of
non-stationary periodograms ", Proc. Intl. Workshop
Acoustic Echo Control and Noise Reduction (IWAENC),
2001.
Enzner,
G.; Martin, R.; Vary, P.: " On spectral estimation
of residual echo in hands-free telephony ", Proc.
Intl. Workshop Acoustic Echo Control and Noise Reduction
(IWAENC), 2001.
Martin,
R.: " Noise Power Spectral Density Estimation Based
on Optimal Smoothing and Minimum Statistics ",
IEEE Trans. Speech and Audio Processing, Vol. 9, No.
5, July 2001, pp. 504-512.
Martin,
R.: " Small Microphone Arrays with Postfilters
for Noise and Acoustic Echo Reduction ", in: Microphone
Arrays (M. Brandstein and D. Ward eds.), Springer-Verlag,
2001.
Martin,
R.; Hoelper, C.; Wittke, I.: " Estimation of Missing
LSF Parameters Using Gaussian Mixture Models ",
IEEE International Conference on Acoustics, Speech and
Signal Processing, Salt Lake City, May 2001.
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2000
Jax,
P; Martin, R.; Vary, P.; Adrat M.; Varga I.; Frank W.;
Ihle M.: " A Noise Suppression System for the AMR
Speech Codec ", ITG-Fachtagung Konvens 2000 / Sprachkommunikation,
Illmenau, Oktober 2000.
Martin,
R.: " Störgeräuschreduktionsverfahren
für den Mobilfunk ", Elektronische Sprachsignalverarbeitung
2000, Cottbus, September 2000, pp. 28-39.
Martin,
R.; Wittke, I.; Jax, P.: " Optimized Estimation
of Spectral Parameters for the Coding of Noisy Speech",
IEEE International Conference on Acoustics, Speech and
Signal Processing, Istanbul, Turkey, June 2000, Vol.
III, pp. 1479-1482.
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1999
Martin,
R.: " An MMSE Soft-Decision Estimator for Combined
Noise and Residual Echo Reduction", Int. Workshop
on Acoustic Echo Control and Noise Reduction, Pocono
Manor, PA, USA, September 1999, S. 84-87.
Martin,
R.; Kang, H.G.; Cox, R.V.: " Low Delay Analysis/Synthesis
Schemes for Joint Speech Enhancement and Low Bit Rate
Speech Coding", EUROSPEECH-99, Budapest, Hungary,
September 1999, S. 1463-1466.
Martin,
R.; Cox, R.V.: " New Speech Enhancement and Coding
Techniques for Low Bit Rate Speech Coding", IEEE
Workshop on Speech Coding, Haikko Manor, Porvoo, Finland,
21.-23. Juni 1999, S. 165-167.
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1998
Gustafsson,
S.; Martin, R.; Vary, P.: "Combined acoustic echo
control and noise reduction for hands-free telephony",
Signal Processing, Vol. 64, No. 1, Januar 1998, S. 21-32.
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1997
S.Gustafsson,
R.Martin: "Combined Acoustic Echo Control and Noise
Reduction for Mobile Communications", Proc. EUROSPEECH
'97, Rhodes, Greece, September 1997, pp. 1403-1406.
S.Gustafsson, R.Martin: "Combined Acoustic Echo
Control and Noise Reduction Based on Residual Echo Estimation",
Proc. International Workshop on Acoustic Echo and Noise
Control, London, September 1997, pp. 160-163.
R.Martin, S.Gustafsson, M. Moser: "Acoustic Echo
Cancellation for Microphone Arrays using Switched Coefficient
Vectors", Proc. International Workshop on Acoustic
Echo and Noise Control, London, September 1997, pp.
85-88.
R. Martin: "Algorithms for Hands-free Voice Communication
in Noisy Environments Proc. 9. Aachener Kolloquium "Signaltheorie",
Aachen, March 1997, pp. 233-238.
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1996
R.
Martin, S.Gustafsson: "The echo shaping approach
to acoustic echo control", Speech Communication,
Volume 20, December 1996, pp. 181-190.
Martin,
R.; Vary, P.: "Combined Acoustic Echo Control and
Noise Reduction for Hands-Free Telephony - State of
the Art and Perspectives", Proc. EUSIPCO '96, pp.
1107-1110, Trieste, 1996.
Martin,
R.; Gustafsson, S.:"An Improved Echo Shaping Algorithm
for Acoustic Echo Control", Proc. EUSIPCO-96, Trieste,
Italy, 10.-13. September, 1996.
Gustafsson,
S.; Martin, R.; Vary, P.: "On the Optimization
of Speech Enhancement Systems Using Instrumental MeasuresWorkshop
on Quality Assessment in Speech, Audio and Image Communication",
Darmstadt, 11.-13. März 1996, pp. 36-40.
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1995
Martin,
R.: "Design and Optimization of a Two Microphone
Speech Enhancement System", EUROSPEECH-95, Madrid,
18.-21. September 1995, pp. 2009-2012.
Martin,
R.: "Combined Acoustic Echo Cancellation, Spectral
Echo Shaping, and Noise Reduction", Fourth International
Workshop on Acoustic Echo and Noise Control, Røros,
Norwegen, 22.-23. Juni 1995, pp. 48-51.
Martin,
R.; Altenhöner, J.: "Coupled Adaptive Filters
for Acoustic Echo Control and Noise Reduction",
IEEE International Conference on Acoustics, Speech and
Signal Processing, Detroit, USA, 8.-12. Mai 1995, pp.
3043-3046.
Martin,
R.: "Freisprecheinrichtungen mit mehrkanaliger
Echokompensation und Störgeräuschreduktion",
Dissertation, ABDN, Band 3, Verlag der Augustinus Buchhandlung,
Aachen, 1995.
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1994
Vary,
P.; Martin, R.; Altenhöner, J.: "Kombinierte
adaptive Filterung für die Kompensation akustischer
Echos und die Störgeräuschunterdrückung",
Kleinheubacher Berichte, Herausgeber Deutsche Telekom
AG, Band 38, November 1994, pp. 517-526
Martin,
R.: "Spectral Subtraction Based on Minimum Statistics",
EUSIPCO-94, Edinburgh, Scotland, 13.-16. September 1994,
pp. 1182-1185.
Martin,
R.; Vary, P.: "Combined Acoustic Echo Cancellation,
Dereverberation and Noise Reduction: A Two Microphone
Approach Annales des Telecommunications", Vol.
49, No. 7-8, Juli-August 1994, pp. 429-438.
Martin,
R.; Vary, P.: "Mehrkanalige Verfahren für
die Störgeräuschunterdrückung und die
Kompensation akustischer Echos", 8. Aachener Kolloquium
"Signaltheorie", Mobile Kommunikationssysteme,
Aachen, 23.-25. März 1994, pp. 299-302.
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1993
Martin,
R.: "An Efficient Algorithm to Estimate the Instantaneous
SNR of Speech Signals", EUROSPEECH-93, Berlin,
21.-23. September 1993, pp. 1093-1096
Janse,
K.; Kellermann, W.; Knibbeler, C.; Martin, R.; Vary,
P.: "A Noise Reduction System for Automobiles",
Third International Workshop on Acoustic Echo Control,
Plestin les Geves, Frankreich, 7.-8. September 1993,
pp. 133-143
Martin,
R.; Vary, P.: "Combined Acoustic Echo Cancellation, Dereverberation,
and Noise Reduction: A Two Microphone Approach", Third
International Workshop on Acoustic Echo Control, Plestin
les Grèves, Frankreich, 7.-8. September 1993,
pp. 125-132
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1992
Martin,
R.; Vary, P.: A Symmetric Two Microphone Speech Enhancement
System - Theoretical Limits and Application in a Car
Environment, IEEE Digital Signal Processing Workshop,
Uttica, Illinois, U.S.A., 13.-16. September 1992, pp.
4.5.1 - 4.5.2
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1988
Gebhardt,
R.; Martin, R.; Ameling, W: POPSY: Eine objektorientierte
Systemarchitektur zur Simulation komplexer Systeme,
Proc. 5. Symposium Simulationstechnik, Aachen, 28.-30.
Sept. 1988
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1987
Gebhardt,
R.; Penner, E.; Martin, R.; Ameling, W: "Pulssequenzen
als Modulationsfunktion beim NMR-Imaging", Proc.
6. Aachener Symposium für Signaltheorie, Springer-Verlag,
Sept. 1987
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