The REVERB challenge: A common evaluation framework for dereverberation and recognition of reverberant speech K Kinoshita, M Delcroix, T Yoshioka, T Nakatani, E Habets, ... 2013 IEEE Workshop on Applications of Signal Processing to Audio and …, 2013 | 355 | 2013 |
Making machines understand us in reverberant rooms: Robustness against reverberation for automatic speech recognition T Yoshioka, A Sehr, M Delcroix, K Kinoshita, R Maas, T Nakatani, ... IEEE Signal Processing Magazine 29 (6), 114-126, 2012 | 271 | 2012 |
A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research K Kinoshita, M Delcroix, S Gannot, EAP Habets, R Haeb-Umbach, ... EURASIP Journal on Advances in Signal Processing 2016 (1), 1-19, 2016 | 247 | 2016 |
Anchored speech detection and speech recognition SHK Parthasarathi, B Hoffmeister, B King, R Maas US Patent 10,373,612, 2019 | 99 | 2019 |
Reverberation model-based decoding in the logmelspec domain for robust distant-talking speech recognition A Sehr, R Maas, W Kellermann IEEE transactions on audio, speech, and language processing 18 (7), 1676-1691, 2010 | 78 | 2010 |
A stereophonic acoustic signal extraction scheme for noisy and reverberant environments K Reindl, Y Zheng, A Schwarz, S Meier, R Maas, A Sehr, W Kellermann Computer Speech & Language 27 (3), 726-745, 2013 | 41 | 2013 |
Spatial diffuseness features for DNN-based speech recognition in noisy and reverberant environments A Schwarz, C Huemmer, R Maas, W Kellermann 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 35 | 2015 |
Towards a better understanding of the effect of reverberation on speech recognition performance A Sehr, EAP Habets, R Maas, W Kellermann Proc. IWAENC, 2010 | 33 | 2010 |
Improving noise robustness of automatic speech recognition via parallel data and teacher-student learning L Mošner, M Wu, A Raju, SHK Parthasarathi, K Kumatani, S Sundaram, ... ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 28 | 2019 |
Robust Speech Recognition via Anchor Word Representations. B King, IF Chen, Y Vaizman, Y Liu, R Maas, SHK Parthasarathi, ... INTERSPEECH, 2471-2475, 2017 | 25 | 2017 |
On the application of reverberation suppression to robust speech recognition R Maas, EAP Habets, A Sehr, W Kellermann 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 24 | 2012 |
A two-channel acoustic front-end for robust automatic speech recognition in noisy and reverberant environments R Maas, A Schwarz, Y Zheng, K Reindl, S Meier, A Sehr, W Kellermann Machine Listening in Multisource Environments, 2011 | 24 | 2011 |
The elitist particle filter based on evolutionary strategies as novel approach for nonlinear acoustic echo cancellation C Huemmer, C Hofmann, R Maas, A Schwarz, W Kellermann 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 22 | 2014 |
Device-directed utterance detection SH Mallidi, R Maas, K Goehner, A Rastrow, S Matsoukas, B Hoffmeister arXiv preprint arXiv:1808.02504, 2018 | 20 | 2018 |
The NLMS algorithm with time-variant optimum stepsize derived from a Bayesian network perspective C Huemmer, R Maas, W Kellermann IEEE Signal Processing Letters 22 (11), 1874-1878, 2015 | 18 | 2015 |
Uncertainty decoding for DNN-HMM hybrid systems based on numerical sampling C Huemmer, R Maas, A Schwarz, RF Astudillo, W Kellermann Sixteenth Annual Conference of the International Speech Communication …, 2015 | 18 | 2015 |
The significance-aware EPFES to estimate a memoryless preprocessor for nonlinear acoustic echo cancellation C Huemmer, C Hofmann, R Maas, W Kellermann 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014 | 14 | 2014 |
A novel approach for matched reverberant training of HMMs using data pairs A Sehr, C Hofmann, R Maas, W Kellermann Eleventh Annual Conference of the International Speech Communication Association, 2010 | 14 | 2010 |
Anchored Speech Detection. R Maas, SHK Parthasarathi, B King, R Huang, B Hoffmeister INTERSPEECH 16, 2963-2967, 2016 | 13 | 2016 |
Frame-wise HMM adaptation using state-dependent reverberation estimates A Sehr, R Maas, W Kellermann 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 13 | 2011 |