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Jasha Droppo
Jasha Droppo
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Cited by
Year
1-bit stochastic gradient descent and its application to data-parallel distributed training of speech dnns
F Seide, H Fu, J Droppo, G Li, D Yu
Fifteenth annual conference of the international speech communication …, 2014
10622014
The Microsoft 2017 conversational speech recognition system
W Xiong, L Wu, F Alleva, J Droppo, X Huang, A Stolcke
2018 IEEE international conference on acoustics, speech and signal …, 2018
9482018
Achieving human parity in conversational speech recognition
W Xiong, J Droppo, X Huang, F Seide, M Seltzer, A Stolcke, D Yu, ...
arXiv preprint arXiv:1610.05256, 2016
7102016
An introduction to computational networks and the computational network toolkit
D Yu, A Eversole, M Seltzer, K Yao, Z Huang, B Guenter, O Kuchaiev, ...
Microsoft Technical Report MSR-TR-2014–112, 2014
4672014
Multi-task learning in deep neural networks for improved phoneme recognition
ML Seltzer, J Droppo
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
2832013
Method and apparatus for multi-sensory speech enhancement
Z Liu, MJ Sinclair, A Acero, XD Huang, JG Droppo, L Deng, Z Zhang, ...
US Patent 7,447,630, 2008
281*2008
Toward human parity in conversational speech recognition
W Xiong, J Droppo, X Huang, F Seide, ML Seltzer, A Stolcke, D Yu, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (12 …, 2017
2442017
Dynamic compensation of HMM variances using the feature enhancement uncertainty computed from a parametric model of speech distortion
L Deng, J Droppo, A Acero
IEEE Transactions on Speech and Audio Processing 13 (3), 412-421, 2005
2132005
High-performance robust speech recognition using stereo training data
L Deng, A Acero, L Jiang, J Droppo, X Huang
2001 IEEE International Conference on Acoustics, Speech, and Signal …, 2001
1982001
Uncertainty decoding with SPLICE for noise robust speech recognition
J Droppo, A Acero, L Deng
2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002
1962002
Evaluation of the SPLICE algorithm on the Aurora2 database.
J Droppo, L Deng, A Acero
INTERSPEECH 1, 217-220, 2001
1822001
Including the category of environmental noise when processing speech signals
JG Droppo, A Acero, L Deng
US Patent 6,959,276, 2005
1612005
Enhancement of log mel power spectra of speech using a phase-sensitive model of the acoustic environment and sequential estimation of the corrupting noise
L Deng, J Droppo, A Acero
IEEE Transactions on Speech and Audio Processing 12 (2), 133-143, 2004
1472004
Recursive estimation of nonstationary noise using iterative stochastic approximation for robust speech recognition
L Deng, J Droppo, A Acero
IEEE Transactions on Speech and Audio Processing 11 (6), 568-580, 2003
1382003
Advances in all-neural speech recognition
G Zweig, C Yu, J Droppo, A Stolcke
2017 IEEE international conference on acoustics, speech and signal …, 2017
1262017
A minimum-mean-square-error noise reduction algorithm on mel-frequency cepstra for robust speech recognition
D Yu, L Deng, J Droppo, J Wu, Y Gong, A Acero
2008 IEEE international conference on acoustics, speech and signal …, 2008
1152008
Deep neural networks for single-channel multi-talker speech recognition
C Weng, D Yu, ML Seltzer, J Droppo
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (10 …, 2015
1132015
Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning
R Giri, ML Seltzer, J Droppo, D Yu
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
1132015
Modeling mobile network performance
DC Padfield, M Zadeh-Koochak, HJ Thomas, W Featherstone
US Patent 10,117,142, 2018
112*2018
Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention.
D Yu, W Xiong, J Droppo, A Stolcke, G Ye, J Li, G Zweig
Interspeech, 17-21, 2016
1102016
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