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Michiel Bacchiani
Michiel Bacchiani
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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
14672018
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
2802017
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
2702017
Processing multi-channel audio waveforms
TN Sainath, RJ Weiss, KW Wilson, AW Senior, A Narayanan, Y Hoshen, ...
US Patent 9,697,826, 2017
2442017
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
2122019
Acoustic Modeling for Google Home.
B Li, TN Sainath, A Narayanan, J Caroselli, M Bacchiani, A Misra, ...
Interspeech, 399-403, 2017
2052017
Unsupervised language model adaptation
M Bacchiani, B Roark
2003 IEEE International Conference on Acoustics, Speech, and Signal …, 2003
2022003
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
1882019
Restoring punctuation and capitalization in transcribed speech
A Gravano, M Jansche, M Bacchiani
2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009
1792009
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
1682018
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
1532002
Neural network adaptive beamforming for robust multichannel speech recognition.
B Li, TN Sainath, RJ Weiss, KW Wilson, M Bacchiani
Interspeech, 1976-1980, 2016
1522016
Asynchronous optimization for sequence training of neural networks
G Heigold, E McDermott, VO Vanhoucke, AW Senior, MAU Bacchiani
US Patent 10,019,985, 2018
1492018
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
1462018
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
1382015
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
1202018
Supervised and unsupervised PCFG adaptation to novel domains
B Roark, M Bacchiani
Proceedings of the 2003 Human Language Technology Conference of the North …, 2003
1182003
MAP adaptation of stochastic grammars
M Bacchiani, M Riley, B Roark, R Sproat
Computer speech & language 20 (1), 41-68, 2006
962006
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
942015
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
902016
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