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Zhen Huang
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Multi-objective learning and mask-based post-processing for deep neural network based speech enhancement
Y Xu, J Du, Z Huang, LR Dai, CH Lee
arXiv preprint arXiv:1703.07172, 2017
1112017
Rapid adaptation for deep neural networks through multi-task learning
Z Huang, J Li, SM Siniscalchi, IF Chen, J Wu, CH Lee
Sixteenth Annual Conference of the International Speech Communication …, 2015
812015
An end-to-end deep learning approach to simultaneous speech dereverberation and acoustic modeling for robust speech recognition
B Wu, K Li, F Ge, Z Huang, M Yang, SM Siniscalchi, CH Lee
IEEE Journal of Selected Topics in Signal Processing 11 (8), 1289-1300, 2017
612017
Data-driven power outage detection by social sensors
H Sun, Z Wang, J Wang, Z Huang, NL Carrington, J Liao
IEEE Transactions on Smart Grid 7 (5), 2516-2524, 2016
612016
A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition
Z Huang, SM Siniscalchi, CH Lee
Neurocomputing 218, 448-459, 2016
592016
Maximum a Posteriori Adaptation of Network Parameters in Deep Models
Z Huang, SM Siniscalchi, IF Chen, J Li, J Wu, CH Lee
Proc. Interspeech, 2015
572015
DNN-based speech bandwidth expansion and its application to adding high-frequency missing features for automatic speech recognition of narrowband speech
K Li, Z Huang, Y Xu, CH Lee
Sixteenth Annual Conference of the International Speech Communication …, 2015
502015
A maximal figure-of-merit learning approach to maximizing mean average precision with deep neural network based classifiers
K Li, Z Huang, YC Cheng, CH Lee
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
472014
A blind segmentation approach to acoustic event detection based on i-vector.
Z Huang, YC Cheng, K Li, V Hautamäki, CH Lee
INTERSPEECH, 2282-2286, 2013
392013
TRECVID 2012 GENIE: Multimedia event detection and recounting
AGA Perera, S Oh, P Megha, T Ma, A Hoogs, A Vahdat, K Cannons, ...
In TRECVID Workshop, 2012
392012
Feature Space Maximum A Posteriori Linear Regression for Adaptation of Deep Neural Networks
Z Huang, J Li, SM Siniscalchi, IF Chen, C Weng, CH Lee
INTERSPEECH, 2992-2996, 2014
272014
Beyond cross-entropy: Towards better frame-level objective functions for deep neural network training in automatic speech recognition
Z Huang, J Li, C Weng, CH Lee
Fifteenth Annual Conference of the International Speech Communication …, 2014
232014
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition
Z Huang, T Ng, L Liu, H Mason, X Zhuang, D Liu
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
212020
Bayesian unsupervised batch and online speaker adaptation of activation function parameters in deep models for automatic speech recognition
Z Huang, SM Siniscalchi, CH Lee
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (1), 64-75, 2016
192016
Deep learning vector quantization for acoustic information retrieval
Z Huang, C Weng, K Li, YC Cheng, CH Lee
2014 IEEE international conference on acoustics, speech and signal …, 2014
182014
A transfer learning and progressive stacking approach to reducing deep model sizes with an application to speech enhancement
S Wang, K Li, Z Huang, SM Siniscalchi, CH Lee
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
142017
Hierarchical Bayesian combination of plug-in maximum a posteriori decoders in deep neural networks-based speech recognition and speaker adaptation
Z Huang, SM Siniscalchi, CH Lee
Pattern Recognition Letters 98, 1-7, 2017
102017
A reverberation-time-aware DNN approach leveraging spatial information for microphone array dereverberation
B Wu, M Yang, K Li, Z Huang, SM Siniscalchi, T Wang, CH Lee
EURASIP Journal on Advances in Signal Processing 2017 (1), 1-13, 2017
92017
A unified deep modeling approach to simultaneous speech dereverberation and recognition for the REVERB challenge
B Wu, K Li, Z Huang, SM Siniscalchi, M Yang, CH Lee
2017 Hands-free Speech Communications and Microphone Arrays (HSCMA), 36-40, 2017
72017
Improving deep neural network based speech synthesis through contextual feature parametrization and multi-task learning
Z Wen, K Li, Z Huang, CH Lee, J Tao
Journal of Signal Processing Systems 90 (7), 1025-1037, 2018
62018
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Artiklar 1–20