Zhen Huang

41 papers A 8C 1Misc 8Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Contextualization of ASR with LLM using phonetic retrieval-based augmentation.
ICASSP
Zhihong Lei, Xingyu Na, Mingbin Xu, Ernest Pusateri, Christophe Van Gysel, Yuanyuan Zhang, Shiyi Han, Zhen Huang
2024 — conf
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices.
NAACL (Industry Track)
Mingbin Xu, Alex Jin, Sicheng Wang, Mu Su, Tim Ng, Henry Mason, Shiyi Han, Zhihong Lei, Yaqiao Deng, Zhen Huang, Mahesh Krishnamoorthy
2024 J jnl
Contextualization of ASR with LLM using phonetic retrieval-based augmentation.
CoRR
Zhihong Lei, Xingyu Na, Mingbin Xu, Ernest Pusateri, Christophe Van Gysel, Yuanyuan Zhang, Shiyi Han, Zhen Huang
2024 A conf
Enhancing CTC-based speech recognition with diverse modeling units.
INTERSPEECH
Shiyi Han, Mingbin Xu, Zhihong Lei, Zhen Huang, Xingyu Na
2024 J jnl
Enhancing CTC-based speech recognition with diverse modeling units.
CoRR
Shiyi Han, Zhihong Lei, Mingbin Xu, Xingyu Na, Zhen Huang
2024 J jnl
Focused Discriminative Training For Streaming CTC-Trained Automatic Speech Recognition Models.
CoRR
Adnan Haider, Xingyu Na, Erik McDermott, Tim Ng, Zhen Huang, Xiaodan Zhuang
2024 Misc conf
Personalization of CTC-Based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization.
ICASSP
Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
2023 C conf
Acoustic Model Fusion For End-to-End Speech Recognition.
ASRU
Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu
2023 J jnl
Acoustic Model Fusion for End-to-end Speech Recognition.
CoRR
Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu
2023 J jnl
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices.
CoRR
Mingbin Xu, Alex Jin, Sicheng Wang, Mu Su, Tim Ng, Henry Mason, Shiyi Han, Yaqiao Deng, Zhen Huang, Mahesh Krishnamoorthy
2023 J jnl
Personalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization.
CoRR
Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
2022 J jnl
A Treatise On FST Lattice Based MMI Training.
CoRR
Adnan Haider, Tim Ng, Zhen Huang, Xingyu Na, Antti-Veikko Rosti
2021 J jnl
Exploring Retraining-Free Speech Recognition for Intra-sentential Code-Switching.
CoRR
Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
2020 Misc conf
SNDCNN: Self-Normalizing Deep CNNs with Scaled Exponential Linear Units for Speech Recognition.
ICASSP
Zhen Huang, Tim Ng, Leo Liu, Henry Mason, Xiaodan Zhuang, Daben Liu
2019 Misc conf
Exploring Retraining-free Speech Recognition for Intra-sentential Code-switching.
ICASSP
Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
2019 J jnl
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition.
CoRR
Zhen Huang, Tim Ng, Leo Liu, Henry Mason, Xiaodan Zhuang, Daben Liu
2018 J jnl
Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning.
J. Signal Process. Syst.
Zhengqi Wen, Kehuang Li, Zhen Huang, Chin-Hui Lee, Jianhua Tao
2017 J jnl
A reverberation-time-aware DNN approach leveraging spatial information for microphone array dereverberation.
EURASIP J. Adv. Signal Process.
Bo Wu, Minglei Yang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Tong Wang, Chin-Hui Lee
2017 Misc conf
A transfer learning and progressive stacking approach to reducing deep model sizes with an application to speech enhancement.
ICASSP
Sicheng Wang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 — conf
A unified deep modeling approach to simultaneous speech dereverberation and recognition for the reverb challenge.
HSCMA
Bo Wu, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Minglei Yang, Chin-Hui Lee
2017 J jnl
An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition.
IEEE J. Sel. Top. Signal Process.
Bo Wu, Kehuang Li, Fengpei Ge, Zhen Huang, Minglei Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 J jnl
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.
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 — —
Bayesian adaptation and combination of deep models for automatic speech recognition.
Zhen Huang
2017 J jnl
Hierarchical Bayesian combination of plug-in maximum a posteriori decoders in deep neural networks-based speech recognition and speaker adaptation.
Pattern Recognit. Lett.
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 J jnl
Multi-Objective Learning and Mask-Based Post-Processing for Deep Neural Network Based Speech Enhancement.
CoRR
Yong Xu, Jun Du, Zhen Huang, Li-Rong Dai, Chin-Hui Lee
2016 J jnl
A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition.
Neurocomputing
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
2016 — conf
Learning auxiliary categorical information for speech synthesis based on deep and recurrent neural networks.
ISCSLP
Zhengqi Wen, Kehuang Li, Zhen Huang, Jianhua Tao, Chin-Hui Lee
2016 — conf
Towards a direct Bayesian adaptation framework for deep models.
APSIPA
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Chin-Hui Lee
2015 A conf
DNN-based speech bandwidth expansion and its application to adding high-frequency missing features for automatic speech recognition of narrowband speech.
INTERSPEECH
Kehuang Li, Zhen Huang, Yong Xu, Chin-Hui Lee
2015 J jnl
Maximum a Posteriori Adaptation of Network Parameters in Deep Models.
CoRR
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jiadong Wu, Chin-Hui Lee
2015 A conf
Maximum a posteriori adaptation of network parameters in deep models.
INTERSPEECH
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jinyu Li, Jiadong Wu, Chin-Hui Lee
2015 A conf
Multi-objective learning and mask-based post-processing for deep neural network based speech enhancement.
INTERSPEECH
Yong Xu, Jun Du, Zhen Huang, Li-Rong Dai, Chin-Hui Lee
2015 A conf
Rapid adaptation for deep neural networks through multi-task learning.
INTERSPEECH
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Ji Wu, Chin-Hui Lee
2014 Misc conf
A maximal figure-of-merit learning approach to maximizing mean average precision with deep neural network based classifiers.
ICASSP
Kehuang Li, Zhen Huang, You-Chi Cheng, Chin-Hui Lee
2014 Misc conf
An i-vector based descriptor for alphabetical gesture recognition.
ICASSP
You-Chi Cheng, Ville Hautamäki, Zhen Huang, Kehuang Li, Chin-Hui Lee
2014 A conf
Beyond cross-entropy: towards better frame-level objective functions for deep neural network training in automatic speech recognition.
INTERSPEECH
Zhen Huang, Jinyu Li, Chao Weng, Chin-Hui Lee
2014 Misc conf
Deep learning vector quantization for acoustic information retrieval.
ICASSP
Zhen Huang, Chao Weng, Kehuang Li, You-Chi Cheng, Chin-Hui Lee
2014 A conf
Feature space maximum a posteriori linear regression for adaptation of deep neural networks.
INTERSPEECH
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Chao Weng, Chin-Hui Lee
2013 A conf
A blind segmentation approach to acoustic event detection based on i-vector.
INTERSPEECH
Zhen Huang, You-Chi Cheng, Kehuang Li, Ville Hautamäki, Chin-Hui Lee
2013 — conf
TRECVID 2013 GENIE: Multimedia Event Detection and Recounting.
TRECVID
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
2012 — conf
TRECVID 2012 GENIE: Multimedia Event Detection and Recounting.
TRECVID
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