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Jasha Droppo
Jasha Droppo
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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
9082014
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
8522018
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
6492016
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
4642014
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
2732008
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
2702013
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
2642008
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
2122005
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
2042017
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
1992001
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
1942002
Evaluation of the SPLICE algorithm on the Aurora2 database.
J Droppo, L Deng, A Acero
INTERSPEECH 1, 217-220, 2001
1832001
Including the category of environmental noise when processing speech signals
JG Droppo, A Acero, L Deng
US Patent 6,959,276, 2005
1562005
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
1492004
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
1332003
Advances in all-neural speech recognition
G Zweig, C Yu, J Droppo, A Stolcke
2017 IEEE international conference on acoustics, speech and signal …, 2017
1202017
Environmental robustness
J Droppo, A Acero
springer handbook of speech processing, 653-680, 2008
1052008
Air-and bone-conductive integrated microphones for robust speech detection and enhancement
Y Zheng, Z Liu, Z Zhang, M Sinclair, J Droppo, L Deng, A Acero, X Huang
2003 IEEE Workshop on Automatic Speech Recognition and Understanding (IEEE …, 2003
1052003
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
1032015
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
1032008
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