TRECVID 2012 GENIE: Multimedia Event Detection and Recounting. - 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; et al. (TRECVID, 2012)

A blind segmentation approach to acoustic event detection based on i-vector. - Zhen Huang 001; You-Chi Cheng; Kehuang Li; Ville Hautamäki; Chin-Hui Lee 001 (INTERSPEECH, 2013)

TRECVID 2013 GENIE: Multimedia Event Detection and Recounting. - 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 001; et al. (TRECVID, 2013)

An i-vector based descriptor for alphabetical gesture recognition. - You-Chi Cheng; Ville Hautamäki; Zhen Huang 001; Kehuang Li; Chin-Hui Lee 001 (ICASSP, 2014)

Deep learning vector quantization for acoustic information retrieval. - Zhen Huang 001; Chao Weng; Kehuang Li; You-Chi Cheng; Chin-Hui Lee 001 (ICASSP, 2014)

A maximal figure-of-merit learning approach to maximizing mean average precision with deep neural network based classifiers. - Kehuang Li; Zhen Huang 001; You-Chi Cheng; Chin-Hui Lee 001 (ICASSP, 2014)

Feature space maximum a posteriori linear regression for adaptation of deep neural networks. - Zhen Huang 001; Jinyu Li 001; Sabato Marco Siniscalchi; I-Fan Chen; Chao Weng; Chin-Hui Lee 001 (INTERSPEECH, 2014)

Beyond cross-entropy: towards better frame-level objective functions for deep neural network training in automatic speech recognition. - Zhen Huang 001; Jinyu Li 001; Chao Weng; Chin-Hui Lee 001 (INTERSPEECH, 2014)

Rapid adaptation for deep neural networks through multi-task learning. - Zhen Huang 001; Jinyu Li 001; Sabato Marco Siniscalchi; I-Fan Chen; Ji Wu 002; Chin-Hui Lee 001 (INTERSPEECH, 2015)

Maximum a posteriori adaptation of network parameters in deep models. - Zhen Huang 001; Sabato Marco Siniscalchi; I-Fan Chen; Jinyu Li 001; Jiadong Wu; Chin-Hui Lee 001 (INTERSPEECH, 2015)

DNN-based speech bandwidth expansion and its application to adding high-frequency missing features for automatic speech recognition of narrowband speech. - Kehuang Li; Zhen Huang 001; Yong Xu 004; Chin-Hui Lee 001 (INTERSPEECH, 2015)

Multi-objective learning and mask-based post-processing for deep neural network based speech enhancement. - Yong Xu 004; Jun Du 002; Zhen Huang 001; Li-Rong Dai 001; Chin-Hui Lee 001 (INTERSPEECH, 2015)

Maximum a Posteriori Adaptation of Network Parameters in Deep Models. - Zhen Huang 001; Sabato Marco Siniscalchi; I-Fan Chen; Jiadong Wu; Chin-Hui Lee 001 (CoRR, 2015)

Towards a direct Bayesian adaptation framework for deep models. - Zhen Huang 001; Sabato Marco Siniscalchi; I-Fan Chen; Chin-Hui Lee 001 (APSIPA, 2016)

Learning auxiliary categorical information for speech synthesis based on deep and recurrent neural networks. - Zhengqi Wen; Kehuang Li; Zhen Huang 001; Jianhua Tao 001; Chin-Hui Lee 001 (ISCSLP, 2016)

A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition. - Zhen Huang 001; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (Neurocomputing, 2016)

A unified deep modeling approach to simultaneous speech dereverberation and recognition for the reverb challenge. - Bo Wu 011; Kehuang Li; Zhen Huang 001; Sabato Marco Siniscalchi; Minglei Yang 001; Chin-Hui Lee 001 (HSCMA, 2017)

A transfer learning and progressive stacking approach to reducing deep model sizes with an application to speech enhancement. - Sicheng Wang 004; Kehuang Li; Zhen Huang 001; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2017)

A reverberation-time-aware DNN approach leveraging spatial information for microphone array dereverberation. - Bo Wu 011; Minglei Yang 001; Kehuang Li; Zhen Huang 001; Sabato Marco Siniscalchi; Tong Wang; Chin-Hui Lee 001 (EURASIP J. Adv. Signal Process., 2017)

An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition. - Bo Wu 011; Kehuang Li; Fengpei Ge; Zhen Huang 001; Minglei Yang 001; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (IEEE J. Sel. Top. Signal Process., 2017)

Hierarchical Bayesian combination of plug-in maximum a posteriori decoders in deep neural networks-based speech recognition and speaker adaptation. - Zhen Huang 001; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (Pattern Recognit. Lett., 2017)

Bayesian Unsupervised Batch and Online Speaker Adaptation of Activation Function Parameters in Deep Models for Automatic Speech Recognition. - Zhen Huang 001; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Bayesian adaptation and combination of deep models for automatic speech recognition. - Zhen Huang 001 (2017)

Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning. - Zhengqi Wen; Kehuang Li; Zhen Huang 001; Chin-Hui Lee 001; Jianhua Tao 001 (J. Signal Process. Syst., 2018)

Exploring Retraining-free Speech Recognition for Intra-sentential Code-switching. - Zhen Huang 001; Xiaodan Zhuang; Daben Liu; Xiaoqiang Xiao; Yuchen Zhang; Sabato Marco Siniscalchi (ICASSP, 2019)

SNDCNN: Self-Normalizing Deep CNNs with Scaled Exponential Linear Units for Speech Recognition. - Zhen Huang 001; Tim Ng; Leo Liu; Henry Mason; Xiaodan Zhuang; Daben Liu (ICASSP, 2020)

A Treatise On FST Lattice Based MMI Training. - Adnan Haider; Tim Ng; Zhen Huang 001; Xingyu Na; Antti-Veikko Rosti (CoRR, 2022)

Acoustic Model Fusion For End-to-End Speech Recognition. - Zhihong Lei; Mingbin Xu; Shiyi Han; Leo Liu; Zhen Huang 001; Tim Ng; Yuanyuan Zhang; Ernest Pusateri; Mirko Hannemann; Yaqiao Deng; Man-Hung Siu (ASRU, 2023)

Conformer-Based Speech Recognition On Extreme Edge-Computing Devices. - Mingbin Xu; Alex Jin; Sicheng Wang 004; Mu Su; Tim Ng; Henry Mason; Shiyi Han; Yaqiao Deng; Zhen Huang 001; Mahesh Krishnamoorthy (CoRR, 2023)

Personalization of CTC-Based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization. - Zhihong Lei; Ernest Pusateri; Shiyi Han; Leo Liu; Mingbin Xu; Tim Ng; Ruchir Travadi; Youyuan Zhang; Mirko Hannemann; Man-Hung Siu; Zhen Huang 001 (ICASSP, 2024)

Enhancing CTC-based speech recognition with diverse modeling units. - Shiyi Han; Mingbin Xu; Zhihong Lei; Zhen Huang 001; Xingyu Na (INTERSPEECH, 2024)

Conformer-Based Speech Recognition On Extreme Edge-Computing Devices. - Mingbin Xu; Alex Jin; Sicheng Wang 004; Mu Su; Tim Ng; Henry Mason; Shiyi Han; Zhihong Lei; Yaqiao Deng; Zhen Huang 001; Mahesh Krishnamoorthy (NAACL (Industry Track), 2024)

Focused Discriminative Training For Streaming CTC-Trained Automatic Speech Recognition Models. - Adnan Haider; Xingyu Na; Erik McDermott; Tim Ng; Zhen Huang 001; Xiaodan Zhuang (CoRR, 2024)

Contextualization of ASR with LLM using phonetic retrieval-based augmentation. - Zhihong Lei; Xingyu Na; Mingbin Xu; Ernest Pusateri; Christophe Van Gysel; Yuanyuan Zhang; Shiyi Han; Zhen Huang 001 (ICASSP, 2025)