State-of-the-art speech recognition with sequence-to-sequence models CC Chiu, TN Sainath, Y Wu, R Prabhavalkar, P Nguyen, Z Chen, ... 2018 IEEE international conference on acoustics, speech and signal …, 2018 | 1467 | 2018 |
Multichannel signal processing with deep neural networks for automatic speech recognition TN Sainath, RJ Weiss, KW Wilson, B Li, A Narayanan, E Variani, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (5), 965-979, 2017 | 280 | 2017 |
Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home. C Kim, A Misra, KK Chin, T Hughes, A Narayanan, TN Sainath, ... Interspeech, 379-383, 2017 | 270 | 2017 |
Processing multi-channel audio waveforms TN Sainath, RJ Weiss, KW Wilson, AW Senior, A Narayanan, Y Hoshen, ... US Patent 9,697,826, 2017 | 244 | 2017 |
Lingvo: a modular and scalable framework for sequence-to-sequence modeling J Shen, P Nguyen, Y Wu, Z Chen, MX Chen, Y Jia, A Kannan, T Sainath, ... arXiv preprint arXiv:1902.08295, 2019 | 212 | 2019 |
Acoustic Modeling for Google Home. B Li, TN Sainath, A Narayanan, J Caroselli, M Bacchiani, A Misra, ... Interspeech, 399-403, 2017 | 205 | 2017 |
Unsupervised language model adaptation M Bacchiani, B Roark 2003 IEEE International Conference on Acoustics, Speech, and Signal …, 2003 | 202 | 2003 |
Speech processing for digital home assistants: Combining signal processing with deep-learning techniques R Haeb-Umbach, S Watanabe, T Nakatani, M Bacchiani, B Hoffmeister, ... IEEE Signal processing magazine 36 (6), 111-124, 2019 | 188 | 2019 |
Restoring punctuation and capitalization in transcribed speech A Gravano, M Jansche, M Bacchiani 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009 | 179 | 2009 |
From audio to semantics: Approaches to end-to-end spoken language understanding P Haghani, A Narayanan, M Bacchiani, G Chuang, N Gaur, P Moreno, ... 2018 IEEE Spoken Language Technology Workshop (SLT), 720-726, 2018 | 168 | 2018 |
SCANMail: a voicemail interface that makes speech browsable, readable and searchable S Whittaker, J Hirschberg, B Amento, L Stark, M Bacchiani, P Isenhour, ... Proceedings of the SIGCHI conference on Human factors in computing systems …, 2002 | 153 | 2002 |
Neural network adaptive beamforming for robust multichannel speech recognition. B Li, TN Sainath, RJ Weiss, KW Wilson, M Bacchiani Interspeech, 1976-1980, 2016 | 152 | 2016 |
Asynchronous optimization for sequence training of neural networks G Heigold, E McDermott, VO Vanhoucke, AW Senior, MAU Bacchiani US Patent 10,019,985, 2018 | 149 | 2018 |
Multi-dialect speech recognition with a single sequence-to-sequence model B Li, TN Sainath, KC Sim, M Bacchiani, E Weinstein, P Nguyen, Z Chen, ... 2018 IEEE international conference on acoustics, speech and signal …, 2018 | 146 | 2018 |
Large vocabulary automatic speech recognition for children H Liao, G Pundak, O Siohan, MK Carroll, N Coccaro, QM Jiang, ... Sixteenth Annual Conference of the International Speech Communication …, 2015 | 138 | 2015 |
Toward domain-invariant speech recognition via large scale training A Narayanan, A Misra, KC Sim, G Pundak, A Tripathi, M Elfeky, P Haghani, ... 2018 IEEE Spoken Language Technology Workshop (SLT), 441-447, 2018 | 120 | 2018 |
Supervised and unsupervised PCFG adaptation to novel domains B Roark, M Bacchiani Proceedings of the 2003 Human Language Technology Conference of the North …, 2003 | 118 | 2003 |
MAP adaptation of stochastic grammars M Bacchiani, M Riley, B Roark, R Sproat Computer speech & language 20 (1), 41-68, 2006 | 96 | 2006 |
Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms TN Sainath, RJ Weiss, KW Wilson, A Narayanan, M Bacchiani, A Senior 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU …, 2015 | 94 | 2015 |
Factored spatial and spectral multichannel raw waveform CLDNNs TN Sainath, RJ Weiss, KW Wilson, A Narayanan, M Bacchiani 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 90 | 2016 |