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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
14922018
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
2862017
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
2762017
Processing multi-channel audio waveforms
TN Sainath, RJ Weiss, KW Wilson, AW Senior, A Narayanan, Y Hoshen, ...
US Patent 9,697,826, 2017
2542017
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
2142019
Acoustic Modeling for Google Home.
B Li, TN Sainath, A Narayanan, J Caroselli, M Bacchiani, A Misra, ...
Interspeech, 399-403, 2017
2082017
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
1992019
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
1752018
Asynchronous optimization for sequence training of neural networks
G Heigold, E McDermott, VO Vanhoucke, AW Senior, MAU Bacchiani
US Patent 10,019,985, 2018
1622018
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
1542018
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
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
1442015
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
1232018
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
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
962015
MAP adaptation of stochastic grammars
M Bacchiani, M Riley, B Roark, R Sproat
Computer speech & language 20 (1), 41-68, 2006
962006
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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