Zhen Huang

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
Personalization of CTC-Based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization. ICASSP (2024)
Shiyi Han, Zhihong Lei, Mingbin Xu, Xingyu Na, Zhen Huang
Enhancing CTC-based speech recognition with diverse modeling units. CoRR (2024)
Mingbin Xu, Alex Jin, Sicheng Wang, Mu Su, Tim Ng, Henry Mason, Shiyi Han, Yaqiao Deng, Zhen Huang, Mahesh Krishnamoorthy
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices. CoRR (2023)
Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
Personalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization. CoRR (2023)
Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu
Acoustic Model Fusion for End-to-end Speech Recognition. CoRR (2023)
Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu
Acoustic Model Fusion For End-to-End Speech Recognition. ASRU (2023)
Adnan Haider, Tim Ng, Zhen Huang, Xingyu Na, Antti-Veikko Rosti
A Treatise On FST Lattice Based MMI Training. CoRR (2022)
Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
Exploring Retraining-Free Speech Recognition for Intra-sentential Code-Switching. CoRR (2021)
Zhen Huang, Tim Ng, Leo Liu, Henry Mason, Xiaodan Zhuang, Daben Liu
SNDCNN: Self-Normalizing Deep CNNs with Scaled Exponential Linear Units for Speech Recognition. ICASSP (2020)
Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
Exploring Retraining-free Speech Recognition for Intra-sentential Code-switching. ICASSP (2019)
Zhen Huang, Tim Ng, Leo Liu, Henry Mason, Xiaodan Zhuang, Daben Liu
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition. CoRR (2019)
Zhengqi Wen, Kehuang Li, Zhen Huang, Chin-Hui Lee, Jianhua Tao
Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning. J. Signal Process. Syst. 90 (7) (2018)
Bo Wu, Kehuang Li, Fengpei Ge, Zhen Huang, Minglei Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Bo Wu, Minglei Yang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Tong Wang, Chin-Hui Lee
A reverberation-time-aware DNN approach leveraging spatial information for microphone array dereverberation. EURASIP J. Adv. Signal Process. 2017 (2017)
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
Hierarchical Bayesian combination of plug-in maximum a posteriori decoders in deep neural networks-based speech recognition and speaker adaptation. Pattern Recognit. Lett. 98 (2017)
Bo Wu, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Minglei Yang, Chin-Hui Lee
A unified deep modeling approach to simultaneous speech dereverberation and recognition for the reverb challenge. HSCMA (2017)
Sicheng Wang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
A transfer learning and progressive stacking approach to reducing deep model sizes with an application to speech enhancement. ICASSP (2017)
Yong Xu, Jun Du, Zhen Huang, Li-Rong Dai, Chin-Hui Lee
Multi-Objective Learning and Mask-Based Post-Processing for Deep Neural Network Based Speech Enhancement. CoRR (2017)
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
Bayesian Unsupervised Batch and Online Speaker Adaptation of Activation Function Parameters in Deep Models for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (1) (2017)
Zhengqi Wen, Kehuang Li, Zhen Huang, Jianhua Tao, Chin-Hui Lee
Learning auxiliary categorical information for speech synthesis based on deep and recurrent neural networks. ISCSLP (2016)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Chin-Hui Lee
Towards a direct Bayesian adaptation framework for deep models. APSIPA (2016)
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition. Neurocomputing 218 (2016)
Kehuang Li, Zhen Huang, Yong Xu, Chin-Hui Lee
DNN-based speech bandwidth expansion and its application to adding high-frequency missing features for automatic speech recognition of narrowband speech. INTERSPEECH (2015)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jinyu Li, Jiadong Wu, Chin-Hui Lee
Maximum a posteriori adaptation of network parameters in deep models. INTERSPEECH (2015)
Yong Xu, Jun Du, Zhen Huang, Li-Rong Dai, Chin-Hui Lee
Multi-objective learning and mask-based post-processing for deep neural network based speech enhancement. INTERSPEECH (2015)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jiadong Wu, Chin-Hui Lee
Maximum a Posteriori Adaptation of Network Parameters in Deep Models. CoRR (2015)
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Ji Wu, Chin-Hui Lee
Rapid adaptation for deep neural networks through multi-task learning. INTERSPEECH (2015)
Zhen Huang, Chao Weng, Kehuang Li, You-Chi Cheng, Chin-Hui Lee
Deep learning vector quantization for acoustic information retrieval. ICASSP (2014)
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Chao Weng, Chin-Hui Lee
Feature space maximum a posteriori linear regression for adaptation of deep neural networks. INTERSPEECH (2014)
Zhen Huang, Jinyu Li, Chao Weng, Chin-Hui Lee
Beyond cross-entropy: towards better frame-level objective functions for deep neural network training in automatic speech recognition. INTERSPEECH (2014)
Kehuang Li, Zhen Huang, You-Chi Cheng, Chin-Hui Lee
A maximal figure-of-merit learning approach to maximizing mean average precision with deep neural network based classifiers. ICASSP (2014)
You-Chi Cheng, Ville Hautamäki, Zhen Huang, Kehuang Li, Chin-Hui Lee
An i-vector based descriptor for alphabetical gesture recognition. ICASSP (2014)
Zhen Huang, You-Chi Cheng, Kehuang Li, Ville Hautamäki, Chin-Hui Lee
A blind segmentation approach to acoustic event detection based on i-vector. INTERSPEECH (2013)
Sangmin Oh, A. G. Amitha Perera, Ilseo Kim, Megha Pandey, Kevin J. Cannons, Hossein Hajimirsadeghi, Arash Vahdat, Greg Mori, Ben Miller, Scott McCloskey, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Chenliang Xu, Rohit Kumar, Wei Chen, Jason J. Corso, Li Fei-Fei, Daphne Koller, Vignesh Ramanathan, Kevin Tang, Armand Joulin, Alexandre Alahi
TRECVID 2013 GENIE: Multimedia Event Detection and Recounting. TRECVID (2013)
A. G. Amitha Perera, Sangmin Oh, Megha Pandey, Tianyang Ma, Anthony Hoogs, Arash Vahdat, Kevin J. Cannons, Hossein Hajimirsadeghi, Greg Mori, Scott McCloskey, Ben Miller, Sharath Venkatesha, Pedro Davalos, Pradipto Das, Chenliang Xu, Jason J. Corso, Rohini K. Srihari, Ilseo Kim, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Kevin Tang, Li Fei-Fei, Daphne Koller
TRECVID 2012 GENIE: Multimedia Event Detection and Recounting. TRECVID (2012)

Zhen Huang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Zhen Huang