| Deep clustering: Discriminative embeddings for segmentation and separation JR Hershey, Z Chen, J Le Roux, S Watanabe 2016 IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2016 | 422 | 2016 |
| Phase-sensitive and Recognition-boosted Speech Separation Using Deep Recurrent Neural Networks H Erdogan, JR Hershey, S Watanabe, J Le Roux International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015 | 279 | 2015 |
| Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR F Weninger, H Erdogan, S Watanabe, E Vincent, J Le Roux, JR Hershey, ... Latent Variable Analysis and Signal Separation: 12th International …, 2015 | 266 | 2015 |
| The second 'CHiME' Speech Separation and Recognition Challenge: Datasets, tasks and baselines E Vincent, J Barker, S Watanabe, J Le Roux, F Nesta, M Matassoni 2013 IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2013 | 205 | 2013 |
| Discriminative training for large-vocabulary speech recognition using minimum classification error E McDermott, TJ Hazen, J Le Roux, A Nakamura, S Katagiri IEEE Transactions on Audio, Speech, and Language Processing 15 (1), 203-223, 2006 | 200 | 2006 |
| Discriminatively trained recurrent neural networks for single-channel speech separation F Weninger, JR Hershey, J Le Roux, B Schuller 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014 | 193 | 2014 |
| Single-channel multi-speaker separation using deep clustering Y Isik, JL Roux, Z Chen, S Watanabe, JR Hershey arXiv preprint arXiv:1607.02173, 2016 | 190 | 2016 |
| Separation of a monaural audio signal into harmonic/percussive components by complementary diffusion on spectrogram N Ono, K Miyamoto, J Le Roux, H Kameoka, S Sagayama 2008 16th European Signal Processing Conference, 1-4, 2008 | 158 | 2008 |
| Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures JR Hershey, J Le Roux, F Weninger arXiv preprint arXiv:1409.2574, 2014 | 146 | 2014 |
| Phase processing for single-channel speech enhancement: History and recent advances T Gerkmann, M Krawczyk-Becker, J Le Roux IEEE signal processing Magazine 32 (2), 55-66, 2015 | 138 | 2015 |
| Convergence-guaranteed multiplicative algorithms for nonnegative matrix factorization with β-divergence M Nakano, H Kameoka, J Le Roux, Y Kitano, N Ono, S Sagayama IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 10, 2010 | 137 | 2010 |
| Improved mvdr beamforming using single-channel mask prediction networks. H Erdogan, JR Hershey, S Watanabe, MI Mandel, J Le Roux Interspeech, 1981-1985, 2016 | 127 | 2016 |
| Full-capacity unitary recurrent neural networks S Wisdom, T Powers, J Hershey, J Le Roux, L Atlas Advances in Neural Information Processing Systems, 2016 | 118 | 2016 |
| Entropy and chaos in the Kac model EA Carlen, MC Carvalho, J Le Roux, M Loss, C Villani Kinetic and Related Models 3 (1), 85--122, 2010 | 93 | 2010 |
| Explicit consistency constraints for STFT spectrograms and their application to phase reconstruction J Le Roux, N Ono, S Sagayama Proc. SAPA, 23-28, 2008 | 93 | 2008 |
| Discriminative NMF and its application to single-channel source separation F Weninger, JL Roux, JR Hershey, S Watanabe Fifteenth Annual Conference of the International Speech Communication …, 2014 | 88 | 2014 |
| Consistent Wiener filtering for audio source separation J Le Roux, E Vincent Signal Processing Letters 20 (3), 2013 | 88 | 2013 |
| Deep clustering and conventional networks for music separation: Stronger together Y Luo, Z Chen, JR Hershey, J Le Roux, N Mesgarani 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 87 | 2017 |
| The Second 'CHiME' Speech Separation and Recognition Challenge: An overview of challenge systems and outcomes E Vincent, J Barker, S Watanabe, J Le Roux, F Nesta, M Matassoni 2013 IEEE Automatic Speech Recognition and Understanding Workshop, 2013 | 86 | 2013 |
| Deep NMF for Speech Separation J Le Roux, JR Hershey, F Weninger International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015 | 78 | 2015 |
John HersheyGoogle (formerly MERL, IBM, MSR, UCSD)Verified email at google.com
