Rohit Prabhavalkar
Rohit Prabhavalkar
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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
6462018
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
2032019
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
1812017
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
1592017
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
1252016
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
1052018
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
862018
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
832016
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
712019
Compressing deep neural networks using a rank-constrained topology
P Nakkiran, R Alvarez, R Prabhavalkar, C Parada
Interspeech, 2015
702015
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
692018
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
552015
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
512018
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
452017
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
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
442020
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
392019
An analysis of “attention” in sequence-to-sequence models
R Prabhavalkar, TN Sainath, B Li, K Rao, N Jaitly
Proc. of Interspeech, 2017
372017
Conditional random fields in speech, audio, and language processing
E Fosler-Lussier, Y He, P Jyothi, R Prabhavalkar
Proceedings of the IEEE 101 (5), 1054-1075, 2013
362013
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
352018
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Artiklar 1–20