Rohit Prabhavalkar
Rohit Prabhavalkar
Research Scientist, Facebook
Dirección de correo verificada de fb.com
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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
7252018
Streaming end-to-end speech recognition for mobile devices
Y He, TN Sainath, R Prabhavalkar, I McGraw, R Alvarez, D Zhao, ...
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
2532019
A Comparison of Sequence-to-Sequence Models for Speech Recognition.
R Prabhavalkar, K Rao, TN Sainath, B Li, L Johnson, N Jaitly
Interspeech, 939-943, 2017
1982017
Exploring architectures, data and units for streaming end-to-end speech recognition with rnn-transducer
K Rao, H Sak, R Prabhavalkar
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
1852017
Personalized speech recognition on mobile devices
I McGraw, R Prabhavalkar, R Alvarez, MG Arenas, K Rao, D Rybach, ...
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
1342016
Exploring speech enhancement with generative adversarial networks for robust speech recognition
C Donahue, B Li, R Prabhavalkar
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
1202018
An analysis of incorporating an external language model into a sequence-to-sequence model
A Kannan, Y Wu, P Nguyen, TN Sainath, Z Chen, R Prabhavalkar
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
982018
On the compression of recurrent neural networks with an application to LVCSR acoustic modeling for embedded speech recognition
R Prabhavalkar, O Alsharif, A Bruguier, L McGraw
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
862016
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
842019
Minimum word error rate training for attention-based sequence-to-sequence models
R Prabhavalkar, TN Sainath, Y Wu, P Nguyen, Z Chen, CC Chiu, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
772018
Compressing deep neural networks using a rank-constrained topology
P Nakkiran, R Alvarez, R Prabhavalkar, C Parada
Interspeech, 2015
752015
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
662018
A streaming on-device end-to-end model surpassing server-side conventional model quality and latency
TN Sainath, Y He, B Li, A Narayanan, R Pang, A Bruguier, S Chang, W Li, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
622020
Automatic gain control and multi-style training for robust small-footprint keyword spotting with deep neural networks
R Prabhavalkar, R Alvarez, C Parada, P Nakkiran, TN Sainath
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
582015
Streaming small-footprint keyword spotting using sequence-to-sequence models
Y He, R Prabhavalkar, K Rao, W Li, A Bakhtin, I McGraw
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
502017
Two-pass end-to-end speech recognition
TN Sainath, R Pang, D Rybach, Y He, R Prabhavalkar, W Li, M Visontai, ...
arXiv preprint arXiv:1908.10992, 2019
482019
Backpropagation training for multilayer conditional random field based phone recognition
R Prabhavalkar, E Fosler-Lussier
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
452010
Deep context: end-to-end contextual speech recognition
G Pundak, TN Sainath, R Prabhavalkar, A Kannan, D Zhao
2018 IEEE spoken language technology workshop (SLT), 418-425, 2018
412018
Improving the performance of online neural transducer models
TN Sainath, CC Chiu, R Prabhavalkar, A Kannan, Y Wu, P Nguyen, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
402018
An analysis of “attention” in sequence-to-sequence models
R Prabhavalkar, TN Sainath, B Li, K Rao, N Jaitly
Proc. of Interspeech, 2017
382017
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