From Graphical to Voice User Interface: The Next Revolution. - Chin-Hui Lee 001 (ISCSLP, 2000)

Weighted graph based decision tree optimization for high accuracy acoustic modeling. - Sheng Gao; Jinsong Zhang 001; Satoshi Nakamura 001; Chin-Hui Lee 001; Tat-Seng Chua (INTERSPEECH, 2002)

Multilingual speech recognition with language identification. - Bin Ma 001; Cuntai Guan; Haizhou Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2002)

Iterative Training Techniques for Phonetic Template Based Speech Recognition with a Speaker-Independent Phonetic Recognizer. - Weon-Goo Kim; MinSeok Jang; Chin-Hui Lee 001 (Australian Conference on Artificial Intelligence, 2005)

Unsupervised Speaker Adaptation for Phonetic Transcription Based Voice Dialing. - Weon-Goo Kim; MinSeok Jang; Chin-Hui Lee 001 (FSKD (2), 2005)

A Study on Knowledge Source Integration for Candidate Rescoring in Automatic Speech Recognition. - Jinyu Li 001; Yu Tsao 001; Chin-Hui Lee 001 (ICASSP (1), 2005)

A text categorization approach to automatic language identification. - Sheng Gao; Bin Ma 001; Haizhou Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2005)

On designing and evaluating speech event detectors. - Jinyu Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2005)

An acoustic segment modeling approach to automatic language identification. - Bin Ma 001; Haizhou Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2005)

A study on separation between acoustic models and its applications. - Yu Tsao 001; Jinyu Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2005)

Bayesian Learning of Hierarchical Multinomial Mixture Models of Concepts for Automatic Image Annotation. - Rui Shi; Tat-Seng Chua; Chin-Hui Lee 001; Sheng Gao (CIVR, 2006)

Soft margin estimation of hidden Markov model parameters. - Jinyu Li 001; Ming Yuan 001; Chin-Hui Lee 001 (INTERSPEECH, 2006)

A study on detection based automatic speech recognition. - Chengyuan Ma; Yu Tsao 001; Chin-Hui Lee 001 (INTERSPEECH, 2006)

A study on lattice rescoring with knowledge scores for automatic speech recognition. - Sabato Marco Siniscalchi; Jinyu Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2006)

A vector space approach to environment modeling for robust speech recognition. - Yu Tsao 001; Chin-Hui Lee 001 (INTERSPEECH, 2006)

Language Recognition Based on Score Distribution Feature Vectors and Discriminative Classifier Fusion. - Jinyu Li 001; Sibel Yaman; Chin-Hui Lee 001; Bin Ma 001; Rong Tong; Donglai Zhu; Haizhou Li 001 (Odyssey, 2006)

A study on soft margin estimation for LVCSR. - Jinyu Li 001; Zhi-Jie Yan; Chin-Hui Lee 001; Ren-Hua Wang (ASRU, 2007)

Towards bottom-up continuous phone recognition. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Chin-Hui Lee 001 (ASRU, 2007)

Two extensions to ensemble speaker and speaking environment modeling for robust automatic speech recognition. - Yu Tsao 001; Chin-Hui Lee 001 (ASRU, 2007)

Approximate Test Risk Minimization Through Soft Margin Estimation. - Jinyu Li 001; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP (4), 2007)

High-Accuracy Phone Recognition By Combining High-Performance Lattice Generation and Knowledge Based Rescoring. - Sabato Marco Siniscalchi; Petr Schwarz; Chin-Hui Lee 001 (ICASSP (4), 2007)

Boosting of Maximal Figure of Merit Classifiers for Automatic Image Annotation. - Filippo Vella; Chin-Hui Lee 001; Salvatore Gaglio (ICIP (2), 2007)

Soft margin feature extraction for automatic speech recognition. - Jinyu Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2007)

An ensemble modeling approach to joint characterization of speaker and speaking environments. - Yu Tsao 001; Chin-Hui Lee 001 (INTERSPEECH, 2007)

Fusion of Region and Image-Based Techniques for Automatic Image Annotation. - Yang Xiao; Tat-Seng Chua; Chin-Hui Lee 001 (MMM (1), 2007)

Report on the NSF-sponsored Human Language Technology Workshop on Industrial Centers. - Mary P. Harper; Alex Acero; Srinivas Bangalore; Jaime Carbonell; Jordan Cohen; Barbara Cuthill; Carol Y. Espy-Wilson; Christiane Fellbaum; John Garofolo; Chin-Hui Lee 001; Jim Lester; Andrew McCallum; et al. (MTSummit, 2007)

Information fusion techniques for automatic image annotation. - Filippo Vella; Chin-Hui Lee 001 (VISAPP (2), 2007)

A Vector Space Modeling Approach to Spoken Language Identification. - Haizhou Li 001; Bin Ma 001; Chin-Hui Lee 001 (IEEE Trans. Speech Audio Process., 2007)

Approximate Test Risk Bound Minimization Through Soft Margin Estimation. - Jinyu Li 001; Ming Yuan 001; Chin-Hui Lee 001 (IEEE Trans. Speech Audio Process., 2007)

Toward a detector-based universal phone recognizer. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Chin-Hui Lee 001 (ICASSP, 2008)

Discriminative learning for optimizing detection performance in spoken language recognition. - Donglai Zhu; Haizhou Li 001; Bin Ma 001; Chin-Hui Lee 001 (ICASSP, 2008)

On a generalization of margin-based discriminative training to robust speech recognition. - Jinyu Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2008)

Soft margin estimation with various separation levels for LVCSR. - Jinyu Li 001; Zhi-Jie Yan; Chin-Hui Lee 001; Ren-Hua Wang (INTERSPEECH, 2008)

Continuous phone recognition without target language training data. - Dau-Cheng Lyu; Sabato Marco Siniscalchi; Tae-Yoon Kim; Chin-Hui Lee 001 (INTERSPEECH, 2008)

A penalized logistic regression approach to detection based phone classification. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Chin-Hui Lee 001 (INTERSPEECH, 2008)

Improving the ensemble speaker and speaking environment modeling approach by enhancing the precision of the online estimation process. - Yu Tsao 001; Chin-Hui Lee 001 (INTERSPEECH, 2008)

Optimizing the Performance of Spoken Language Recognition With Discriminative Training. - Donglai Zhu; Haizhou Li 001; Bin Ma 001; Chin-Hui Lee 001 (IEEE Trans. Speech Audio Process., 2008)

MAP estimation of online mapping parameters in ensemble speaker and speaking environment modeling. - Yu Tsao 001; Shigeki Matsuda; Satoshi Nakamura 001; Chin-Hui Lee 001 (ASRU, 2009)

A study on hidden Markov model's generalization capability for speech recognition. - Xiong Xiao; Jinyu Li 001; Engsiong Chng; Haizhou Li 001; Chin-Hui Lee 001 (ASRU, 2009)

A study on multilingual acoustic modeling for large vocabulary ASR. - Hui Lin; Li Deng 001; Dong Yu 001; Yifan Gong 001; Alex Acero; Chin-Hui Lee 001 (ICASSP, 2009)

A phonetic feature based lattice rescoring approach to LVCSR. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Chin-Hui Lee 001 (ICASSP, 2009)

Ensemble speaker and speaking environment modeling approach with advanced online estimation process. - Yu Tsao 001; Jinyu Li 001; Chin-Hui Lee 001 (ICASSP, 2009)

A study on soft margin estimation of linear regression parameters for speaker adaptation. - Shigeki Matsuda; Yu Tsao 001; Jinyu Li 001; Satoshi Nakamura 001; Chin-Hui Lee 001 (INTERSPEECH, 2009)

Exploring universal attribute characterization of spoken languages for spoken language recognition. - Sabato Marco Siniscalchi; Jeremy Reed; Torbjørn Svendsen; Chin-Hui Lee 001 (INTERSPEECH, 2009)

Minimum Classification Error Training to Improve Isolated Chord Recognition. - Jeremy Reed; Yushi Ueda; Sabato Marco Siniscalchi; Yuuki Uchiyama; Shigeki Sagayama; Chin-Hui Lee 001 (ISMIR, 2009)

Soft margin estimation on improving environment structures for ensemble speaker and speaking environment modeling. - Yu Tsao 001; Jinyu Li 001; Chin-Hui Lee 001; Satoshi Nakamura 001 (IUCS, 2009)

A study on integrating acoustic-phonetic information into lattice rescoring for automatic speech recognition. - Sabato Marco Siniscalchi; Chin-Hui Lee 001 (Speech Commun., 2009)

Developments and directions in speech recognition and understanding, Part 1 [DSP Education]. - Janet M. Baker; Li Deng 001; James R. Glass; Sanjeev Khudanpur; Chin-Hui Lee 001; Nelson Morgan; Douglas D. O'Shaughnessy (IEEE Signal Process. Mag., 2009)

Updated MINDS report on speech recognition and understanding, Part 2 [DSP Education]. - Janet M. Baker; Li Deng 001; Sanjeev Khudanpur; Chin-Hui Lee 001; James R. Glass; Nelson Morgan; Douglas D. O'Shaughnessy (IEEE Signal Process. Mag., 2009)

An Ensemble Speaker and Speaking Environment Modeling Approach to Robust Speech Recognition. - Yu Tsao 001; Chin-Hui Lee 001 (IEEE Trans. Speech Audio Process., 2009)

Experimental studies on continuous speech recognition using neural architectures with "adaptive" hidden activation functions. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Filippo Sorbello; Chin-Hui Lee 001 (ICASSP, 2010)

An acoustic segment model approach to incorporating temporal information into speaker modeling for text-independent speaker recognition. - Yu Tsao 001; Hanwu Sun; Haizhou Li 001; Chin-Hui Lee 001 (ICASSP, 2010)

Shrinkage model adaptation in automatic speech recognition. - Jinyu Li 001; Yu Tsao 001; Chin-Hui Lee 001 (INTERSPEECH, 2010)

A particle filter feature compensation approach to robust speech recognition. - Aleem Mushtaq; Yu Tsao 001; Chin-Hui Lee 001 (INTERSPEECH, 2010)

Exploiting context-dependency and acoustic resolution of universal speech attribute models in spoken language recognition. - Sabato Marco Siniscalchi; Jeremy Reed; Torbjørn Svendsen; Chin-Hui Lee 001 (INTERSPEECH, 2010)

A survey on recent progress in the ASAT/SIRKUS paradigm. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Chin-Hui Lee 001 (ISCSLP, 2010)

A Study on the Generalization Capability of Acoustic Models for Robust Speech Recognition. - Xiong Xiao; Jinyu Li 001; Engsiong Chng; Haizhou Li 001; Chin-Hui Lee 001 (IEEE Trans. Speech Audio Process., 2010)

A Bottom-Up Stepwise Knowledge-Integration Approach to Large Vocabulary Continuous Speech Recognition Using Weighted Finite State Machines. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Chin-Hui Lee 001 (INTERSPEECH, 2011)

GENIE TRECVID 2011 Multimedia Event Detection: Late-Fusion Approaches to Combine Multiple Audio-Visual features. - A. G. Amitha Perera; Sangmin Oh; Matthew J. Leotta; Ilseo Kim; Byungki Byun; Chin-Hui Lee 001; Scott McCloskey; Jingchen Liu; Ben Miller; Zhi Feng Huang; Arash Vahdat; Weilong Yang; et al. (TRECVID, 2011)

Explicit Performance Metric Optimization for Fusion-Based Video Retrieval. - Ilseo Kim; Sangmin Oh; Byungki Byun; A. G. Amitha Perera; Chin-Hui Lee 001 (ECCV Workshops (3), 2012)

Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition. - Dong Yu 001; Sabato Marco Siniscalchi; Li Deng 001; Chin-Hui Lee 001 (ICASSP, 2012)

Per-Exemplar Fusion Learning for Video Retrieval and Recounting. - Ilseo Kim; Sangmin Oh; A. G. Amitha Perera; Chin-Hui Lee 001 (ICME, 2012)

Consumer-level multimedia event detection through unsupervised audio signal modeling. - Byungki Byun; Ilseo Kim; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (INTERSPEECH, 2012)

Hermitian based Hidden Activation Functions for Adaptation of Hybrid HMM/ANN Models. - Sabato Marco Siniscalchi; Jinyu Li 001; Chin-Hui Lee 001 (INTERSPEECH, 2012)

A study on cross-language knowledge integration in Mandarin LVCSR. - Chen-Yu Chiang; Sabato Marco Siniscalchi; Yih-Ru Wang; Sin-Horng Chen; Chin-Hui Lee 001 (ISCSLP, 2012)

A new confidence measure combining Hidden Markov Models and Artificial Neural Networks of phonemes for effective keyword spotting. - Su Jun Leow; Tze Siong Lau; Alvina Goh; Han Meng Peh; Teck Khim Ng; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ISCSLP, 2012)

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)

Experiments on Cross-Language Attribute Detection and Phone Recognition With Minimal Target-Specific Training Data. - Sabato Marco Siniscalchi; Dau-Cheng Lyu; Torbjørn Svendsen; Chin-Hui Lee 001 (IEEE Trans. Speech Audio Process., 2012)

An experimental study on structural-MAP approaches to implementing very large vocabulary speech recognition systems for real-world tasks. - I-Fan Chen; Sabato Marco Siniscalchi; Seokyong Moon; Daejin Shin; Myoung-Wan Koo; Minhwa Chung; Chin-Hui Lee 001 (APSIPA, 2013)

A particle filter compensation approach to robust LVCSR. - Duc Hoang Ha Nguyen; Aleem Mushtaq; Xiong Xiao; Engsiong Chng; Haizhou Li 001; Chin-Hui Lee 001 (APSIPA, 2013)

Knowledge integration for improving performance in LVCSR. - Chen-Yu Chiang; Sabato Marco Siniscalchi; Sin-Horng Chen; Chin-Hui Lee 001 (INTERSPEECH, 2013)

Minimax i-vector extractor for short duration speaker verification. - Ville Hautamäki; You-Chi Cheng; Padmanabhan Rajan; Chin-Hui Lee 001 (INTERSPEECH, 2013)

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)

Universal attribute characterization of spoken languages for automatic spoken language recognition. - Sabato Marco Siniscalchi; Jeremy Reed; Torbjørn Svendsen; Chin-Hui Lee 001 (Comput. Speech Lang., 2013)

Model-based margin estimation for hidden Markov model learning and generalisation. - Sabato Marco Siniscalchi; Jinyu Li 001; Chin-Hui Lee 001 (IET Signal Process., 2013)

Exploiting deep neural networks for detection-based speech recognition. - Sabato Marco Siniscalchi; Dong Yu 001; Li Deng 001; Chin-Hui Lee 001 (Neurocomputing, 2013)

An Information-Extraction Approach to Speech Processing: Analysis, Detection, Verification, and Recognition. - Chin-Hui Lee 001; Sabato Marco Siniscalchi (Proc. IEEE, 2013)

Speech Recognition Using Long-Span Temporal Patterns in a Deep Network Model. - Sabato Marco Siniscalchi; Dong Yu 001; Li Deng 001; Chin-Hui Lee 001 (IEEE Signal Process. Lett., 2013)

Hermitian Polynomial for Speaker Adaptation of Connectionist Speech Recognition Systems. - Sabato Marco Siniscalchi; Jinyu Li 001; Chin-Hui Lee 001 (IEEE Trans. Speech Audio Process., 2013)

A Bottom-Up Modular Search Approach to Large Vocabulary Continuous Speech Recognition. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Chin-Hui Lee 001 (IEEE Trans. Speech Audio Process., 2013)

Global variance equalization for improving deep neural network based speech enhancement. - Yong Xu 004; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (ChinaSIP, 2014)

Introducing attribute features to foreign accent recognition. - Hamid Behravan; Ville Hautamäki; Sabato Marco Siniscalchi; Tomi Kinnunen; Chin-Hui Lee 001 (ICASSP, 2014)

Attribute based lattice rescoring in spontaneous speech recognition. - I-Fan Chen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2014)

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)

Dialect levelling in Finnish: a universal speech attribute approach. - Hamid Behravan; Ville Hautamäki; Sabato Marco Siniscalchi; Elie Khoury 001; Tommi Kurki; Tomi Kinnunen; Chin-Hui Lee 001 (INTERSPEECH, 2014)

A keyword-boosted sMBR criterion to enhance keyword search performance in deep neural network based acoustic modeling. - I-Fan Chen; Nancy F. Chen; Chin-Hui Lee 001 (INTERSPEECH, 2014)

Robust speech recognition with speech enhanced deep neural networks. - Jun Du 002; Qing Wang 008; Tian Gao 005; Yong Xu 004; Li-Rong Dai 001; Chin-Hui Lee 001 (INTERSPEECH, 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)

Dynamic noise aware training for speech enhancement based on deep neural networks. - Yong Xu 004; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (INTERSPEECH, 2014)

A novel keyword+LVCSR-filler based grammar network representation for spoken keyword search. - I-Fan Chen; Chongjia Ni; Boon Pang Lim; Nancy F. Chen; Chin-Hui Lee 001 (ISCSLP, 2014)

Speech separation based on improved deep neural networks with dual outputs of speech features for both target and interfering speakers. - Yanhui Tu; Jun Du 002; Yong Xu 004; Li-Rong Dai 001; Chin-Hui Lee 001 (ISCSLP, 2014)

A fusion approach to spoken language identification based on combining multiple phone recognizers and speech attribute detectors. - Yannan Wang; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (ISCSLP, 2014)

Cross-language transfer learning for deep neural network based speech enhancement. - Yong Xu 004; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (ISCSLP, 2014)

An artificial neural network approach to automatic speech processing. - Sabato Marco Siniscalchi; Torbjørn Svendsen; Chin-Hui Lee 001 (Neurocomputing, 2014)

An Experimental Study on Speech Enhancement Based on Deep Neural Networks. - Yong Xu 004; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (IEEE Signal Process. Lett., 2014)

A MAP-based Online Estimation Approach to Ensemble Speaker and Speaking Environment Modeling. - Yu Tsao 001; Shigeki Matsuda; Chiori Hori; Hideki Kashioka; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

An Efficient Gradient-based Approach to Optimizing Average Precision Through Maximal Figure-of-Merit Learning. - Ilseo Kim; Chin-Hui Lee 001 (J. Signal Process. Syst., 2014)

An information fusion approach to recognizing microphone array speech in the CHiME-3 challenge based on a deep learning framework. - Jun Du 002; Qing Wang 008; Yanhui Tu; Xiao Bao; Li-Rong Dai 001; Chin-Hui Lee 001 (ASRU, 2015)

A unified speaker-dependent speech separation and enhancement system based on deep neural networks. - Tian Gao 005; Jun Du 002; Li Xu; Cong Liu 006; Li-Rong Dai 001; Chin-Hui Lee 001 (ChinaSIP, 2015)

Improving Deep Neural Network Based Speech Enhancement in Low SNR Environments. - Tian Gao 005; Jun Du 002; Yong Xu 004; Cong Liu 006; Li-Rong Dai 001; Chin-Hui Lee 001 (LVA/ICA, 2015)

Low-resource keyword search strategies for tamil. - Nancy F. Chen; Chongjia Ni; I-Fan Chen; Sunil Sivadas; Van Tung Pham; Haihua Xu 001; Xiong Xiao; Tze Siong Lau; Su Jun Leow; Boon Pang Lim; Cheung-Chi Leung; Lei Wang 020; et al. (ICASSP, 2015)

A keyword-aware grammar framework for LVCSR-based spoken keyword search. - I-Fan Chen; Chongjia Ni; Boon Pang Lim; Nancy F. Chen; Chin-Hui Lee 001 (ICASSP, 2015)

Joint training of front-end and back-end deep neural networks for robust speech recognition. - Tian Gao 005; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (ICASSP, 2015)

Language-resource independent speech segmentation using cues from a spectrogram image. - Su Jun Leow; Engsiong Chng; Chin-Hui Lee 001 (ICASSP, 2015)

Speech Separation based on signal-noise-dependent deep neural networks for robust speech recognition. - Yanhui Tu; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (ICASSP, 2015)

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)

A universal VAD based on jointly trained deep neural networks. - Qing Wang 008; Jun Du 002; Xiao Bao; Zi-Rui Wang; Li-Rong Dai 001; Chin-Hui Lee 001 (INTERSPEECH, 2015)

High-resolution acoustic modeling and compact language modeling of language-universal speech attributes for spoken language identification. - Yannan Wang; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (INTERSPEECH, 2015)

An entropy minimization framework for goal-driven dialogue management. - Ji Wu 002; Miao Li 003; 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)

A Probabilistic Framework for Representing Dialog Systems and Entropy-Based Dialog Management Through Dynamic Stochastic State Evolution. - Ji Wu 002; Miao Li 003; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

A Regression Approach to Speech Enhancement Based on Deep Neural Networks. - Yong Xu 004; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 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)

Zero resource anti-spoofing detection for unit selection based synthetic speech using image spectrogram artifacts. - Su Jun Leow; Eng Siong Chng; Chin-Hui Lee 001 (APSIPA, 2016)

Using tone-based extended recognition network to detect non-native Mandarin tone mispronunciations. - Wei Li 119; Sabato Marco Siniscalchi; Nancy F. Chen; Chin-Hui Lee 001 (APSIPA, 2016)

Unsupervised single-channel speech separation via deep neural network for different gender mixtures. - Yannan Wang; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (APSIPA, 2016)

Deep neural network based voice conversion with a large synthesized parallel corpus. - Zhengqi Wen; Kehuang Li; Jianhua Tao 001; Chin-Hui Lee 001 (APSIPA, 2016)

A study on target feature activation and normalization and their impacts on the performance of DNN based speech dereverberation systems. - Bo Wu 011; Kehuang Li; Minglei Yang 001; Chin-Hui Lee 001 (APSIPA, 2016)

A study on sampling of STFT modifications in time and frequency domains for DNN-based speech dereverberation. - Bo Wu 011; Kehuang Li; Minglei Yang 001; Chin-Hui Lee 001 (APSIPA, 2016)

Exemplar-inspired strategies for low-resource spoken keyword search in Swahili. - Nancy F. Chen; Van Tung Pham; Haihua Xu 001; Xiong Xiao; Van Hai Do; Chongjia Ni; I-Fan Chen; Sunil Sivadas; Chin-Hui Lee 001; Eng Siong Chng; Bin Ma 001; Haizhou Li 001 (ICASSP, 2016)

Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling. - Wei Li 119; Sabato Marco Siniscalchi; Nancy F. Chen; Chin-Hui Lee 001 (ICASSP, 2016)

An experimental study on joint modeling of mixed-bandwidth data via deep neural networks for robust speech recognition. - Jianqing Gao; Jun Du 002; Changqing Kong; Huaifang Lu; Enhong Chen; Chin-Hui Lee 001 (IJCNN, 2016)

SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement. - Tian Gao 005; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (INTERSPEECH, 2016)

Detecting Mispronunciations of L2 Learners and Providing Corrective Feedback Using Knowledge-Guided and Data-Driven Decision Trees. - Wei Li 119; Kehuang Li; Sabato Marco Siniscalchi; Nancy F. Chen; Chin-Hui Lee 001 (INTERSPEECH, 2016)

An Iterative Phase Recovery Framework with Phase Mask for Spectral Mapping with an Application to Speech Enhancement. - Kehuang Li; Bo Wu 011; Chin-Hui Lee 001 (INTERSPEECH, 2016)

A speaker-dependent deep learning approach to joint speech separation and acoustic modeling for multi-talker automatic speech recognition. - Yanhui Tu; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (ISCSLP, 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)

Joint training of DNNs by incorporating an explicit dereverberation structure for distant speech recognition. - Tian Gao 005; Jun Du 002; Yong Xu 004; Cong Liu 006; Li-Rong Dai 001; Chin-Hui Lee 001 (EURASIP J. Adv. Signal Process., 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)

i-Vector Modeling of Speech Attributes for Automatic Foreign Accent Recognition. - Hamid Behravan; Ville Hautamäki; Sabato Marco Siniscalchi; Tomi Kinnunen; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

A Regression Approach to Single-Channel Speech Separation Via High-Resolution Deep Neural Networks. - Jun Du 002; Yanhui Tu; Li-Rong Dai 001; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

A Keyword-Aware Language Modeling Approach to Spoken Keyword Search. - I-Fan Chen; Chongjia Ni; Boon Pang Lim; Nancy F. Chen; Chin-Hui Lee 001 (J. Signal Process. Syst., 2016)

LSTM-based iterative mask estimation and post-processing for multi-channel speech enhancement. - Yanhui Tu; Jun Du 002; Lei Sun 010; Chin-Hui Lee 001 (APSIPA, 2017)

Multiple-target deep learning for LSTM-RNN based speech enhancement. - Lei Sun 010; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (HSCMA, 2017)

Joint noise and mask aware training for DNN-based speech enhancement with SUB-band features. - Qing Wang 008; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (HSCMA, 2017)

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)

Joint Training of Multi-Channel-Condition Dereverberation and Acoustic Modeling of Microphone Array Speech for Robust Distant Speech Recognition. - Fengpei Ge; Kehuang Li; Bo Wu 011; Sabato Marco Siniscalchi; Yonghong Yan 002; Chin-Hui Lee 001 (INTERSPEECH, 2017)

Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models. - Wei Li 119; Nancy F. Chen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (INTERSPEECH, 2017)

On Design of Robust Deep Models for CHiME-4 Multi-Channel Speech Recognition with Multiple Configurations of Array Microphones. - Yanhui Tu; Jun Du 002; Lei Sun 010; Feng Ma; Chin-Hui Lee 001 (INTERSPEECH, 2017)

A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation. - Yannan Wang; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (INTERSPEECH, 2017)

On generating mixing noise signals with basis functions for simulating noisy speech and learning dnn-based speech enhancement models. - Shi-Xue Wen; Jun Du 002; Chin-Hui Lee 001 (MLSP, 2017)

An information fusion framework with multi-channel feature concatenation and multi-perspective system combination for the deep-learning-based robust recognition of microphone array speech. - Yanhui Tu; Jun Du 002; Qing Wang 008; Xiao Bao; Li-Rong Dai 001; Chin-Hui Lee 001 (Comput. Speech Lang., 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)

A unified DNN approach to speaker-dependent simultaneous speech enhancement and speech separation in low SNR environments. - Tian Gao 005; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (Speech Commun., 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)

A Gender Mixture Detection Approach to Unsupervised Single-Channel Speech Separation Based on Deep Neural Networks. - Yannan Wang; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

A Reverberation-Time-Aware Approach to Speech Dereverberation Based on Deep Neural Networks. - Bo Wu 011; Kehuang Li; Minglei Yang 001; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

A Deep Denoising Autoencoder Approach to Improving the Intelligibility of Vocoded Speech in Cochlear Implant Simulation. - Ying-Hui Lai; Fei Chen 011; Syu-Siang Wang; Xugang Lu; Yu Tsao 001; Chin-Hui Lee 001 (IEEE Trans. Biomed. Eng., 2017)

Online LSTM-based Iterative Mask Estimation for Multi-Channel Speech Enhancement and ASR. - Yanhui Tu; Jun Du 002; Nan Zhou; Chin-Hui Lee 001 (APSIPA, 2018)

Densely Connected Progressive Learning for LSTM-Based Speech Enhancement. - Tian Gao 005; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (ICASSP, 2018)

Improving Mandarin Tone Mispronunciation Detection for Non-Native Learners with Soft-Target Tone Labels and BLSTM-Based Deep Models. - Wei Li 119; Nancy F. Chen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2018)

A Novel LSTM-Based Speech Preprocessor for Speaker Diarization in Realistic Mismatch Conditions. - Lei Sun 010; Jun Du 002; Tian Gao 005; Yu-Ding Lu; Yu Tsao 001; Chin-Hui Lee 001; Neville Ryant (ICASSP, 2018)

Error Modeling via Asymmetric Laplace Distribution for Deep Neural Network Based Single-Channel Speech Enhancement. - Li Chai 002; Jun Du 002; Chin-Hui Lee 001 (INTERSPEECH, 2018)

Speaker Diarization with Enhancing Speech for the First DIHARD Challenge. - Lei Sun 010; Jun Du 002; Chao Jiang; Xueyang Zhang; Shan He; Bing Yin; Chin-Hui Lee 001 (INTERSPEECH, 2018)

A Maximum Likelihood Approach to Masking-based Speech Enhancement Using Deep Neural Network. - Qing Wang 008; Jun Du 002; Li Chai 002; Li-Rong Dai 001; Chin-Hui Lee 001 (ISCSLP, 2018)

A Progressive Deep Learning Approach to Child Speech Separation. - Xin Wang 037; Jun Du 002; Lei Sun 010; Qing Wang 008; Chin-Hui Lee 001 (ISCSLP, 2018)

Two-Stage Enhancement of Noisy and Reverberant Microphone Array Speech for Automatic Speech Recognition Systems Trained with Only Clean Speech. - Quandong Wang; Sicheng Wang 004; Fengpei Ge; Chang Woo Han; Jaewon Lee; Lianghao Guo; Chin-Hui Lee 001 (ISCSLP, 2018)

Acoustics-guided evaluation (AGE): a new measure for estimating performance of speech enhancement algorithms for robust ASR. - Li Chai 002; Jun Du 002; Chin-Hui Lee 001 (CoRR, 2018)

A Multiobjective Learning and Ensembling Approach to High-Performance Speech Enhancement With Compact Neural Network Architectures. - Qing Wang 008; Jun Du 002; Li-Rong Dai 001; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Improving Mandarin Tone Recognition Based on DNN by Combining Acoustic and Articulatory Features Using Extended Recognition Networks. - Ju Lin; Wei Li 119; Yingming Gao; Yanlu Xie; Nancy F. Chen; Sabato Marco Siniscalchi; Jinsong Zhang 001; Chin-Hui Lee 001 (J. Signal Process. Syst., 2018)

A Speaker-Dependent Approach to Single-Channel Joint Speech Separation and Acoustic Modeling Based on Deep Neural Networks for Robust Recognition of Multi-Talker Speech. - Yanhui Tu; Jun Du 002; Chin-Hui Lee 001 (J. Signal Process. Syst., 2018)

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)

A LSTM-Based Joint Progressive Learning Framework for Simultaneous Speech Dereverberation and Denoising. - Xin Tang; Jun Du 002; Li Chai 002; Yannan Wang; Qing Wang 008; Chin-Hui Lee 001 (APSIPA, 2019)

A Speech Enhancement Neural Network Architecture with SNR-Progressive Multi-Target Learning for Robust Speech Recognition. - Nan Zhou; Jun Du 002; Yanhui Tu; Tian Gao 005; Chin-Hui Lee 001 (APSIPA, 2019)

Improving Audio-visual Speech Recognition Performance with Cross-modal Student-teacher Training. - Wei Li 119; Sicheng Wang 004; Ming Lei; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2019)

A Two-stage Single-channel Speaker-dependent Speech Separation Approach for Chime-5 Challenge. - Lei Sun 010; Jun Du 002; Tian Gao 005; Yi Fang; Feng Ma; Jia Pan; Chin-Hui Lee 001 (ICASSP, 2019)

DNN Training Based on Classic Gain Function for Single-channel Speech Enhancement and Recognition. - Yanhui Tu; Jun Du 002; Chin-Hui Lee 001 (ICASSP, 2019)

KL-Divergence Regularized Deep Neural Network Adaptation for Low-Resource Speaker-Dependent Speech Enhancement. - Li Chai 002; Jun Du 002; Chin-Hui Lee 001 (INTERSPEECH, 2019)

A Cross-Entropy-Guided (CEG) Measure for Speech Enhancement Front-End Assessing Performances of Back-End Automatic Speech Recognition. - Li Chai 002; Jun Du 002; Chin-Hui Lee 001 (INTERSPEECH, 2019)

A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models. - Xue Bai; Jun Du 002; Zi-Rui Wang; Chin-Hui Lee 001 (INTERSPEECH, 2019)

Acoustic Model Ensembling Using Effective Data Augmentation for CHiME-5 Challenge. - Feng Ma; Li Chai 002; Jun Du 002; Diyuan Liu; Zhongfu Ye; Chin-Hui Lee 001 (INTERSPEECH, 2019)

A Speaker-Dependent Approach to Separation of Far-Field Multi-Talker Microphone Array Speech for Front-End Processing in the CHiME-5 Challenge. - Lei Sun 010; Jun Du 002; Tian Gao 005; Yi Fang; Feng Ma; Chin-Hui Lee 001 (IEEE J. Sel. Top. Signal Process., 2019)

An iterative mask estimation approach to deep learning based multi-channel speech recognition. - Yanhui Tu; Jun Du 002; Lei Sun 010; Feng Ma; Hai-Kun Wang; Jingdong Chen; Chin-Hui Lee 001 (Speech Commun., 2019)

Using Generalized Gaussian Distributions to Improve Regression Error Modeling for Deep Learning-Based Speech Enhancement. - Li Chai 002; Jun Du 002; Qing-Feng Liu; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models. - Wei Li 119; Nancy F. Chen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement. - Jun Qi 002; Jun Du 002; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Speech Enhancement Based on Teacher-Student Deep Learning Using Improved Speech Presence Probability for Noise-Robust Speech Recognition. - Yanhui Tu; Jun Du 002; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Performance Analysis for Tensor-Train Decomposition to Deep Neural Network Based Vector-to-Vector Regression. - Jun Qi 002; Xiaoli Ma; Chin-Hui Lee 001; Jun Du 002; Sabato Marco Siniscalchi (CISS, 2020)

High-Resolution Attention Network with Acoustic Segment Model for Acoustic Scene Classification. - Xue Bai; Jun Du 002; Jia Pan; Hengshun Zhou; Yanhui Tu; Chin-Hui Lee 001 (ICASSP, 2020)

L-Vector: Neural Label Embedding for Domain Adaptation. - Zhong Meng; Hu Hu; Jinyu Li 001; Changliang Liu; Yan Huang 028; Yifan Gong 001; Chin-Hui Lee 001 (ICASSP, 2020)

A Maximum Likelihood Approach to Multi-Objective Learning Using Generalized Gaussian Distributions for Dnn-Based Speech Enhancement. - Shutong Niu; Jun Du 002; Li Chai 002; Chin-Hui Lee 001 (ICASSP, 2020)

Tensor-To-Vector Regression for Multi-Channel Speech Enhancement Based on Tensor-Train Network. - Jun Qi 002; Hu Hu; Yannan Wang; Chao-Han Huck Yang; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2020)

Progressive Multi-Target Network Based Speech Enhancement with Snr-Preselection for Robust Speaker Diarization. - Lei Sun 010; Jun Du 002; Xueyang Zhang; Tian Gao 005; Xin Fang; Chin-Hui Lee 001 (ICASSP, 2020)

Geometry Constrained Progressive Learning for Lstm-Based Speech Enhancement. - Xin Tang; Jun Du 002; Li Chai 002; Yannan Wang; Qing Wang 008; Chin-Hui Lee 001 (ICASSP, 2020)

2D-to-2D Mask Estimation for Speech Enhancement Based on Fully Convolutional Neural Network. - Yanhui Tu; Jun Du 002; Chin-Hui Lee 001 (ICASSP, 2020)

A Study of Child Speech Extraction Using Joint Speech Enhancement and Separation in Realistic Conditions. - Xin Wang 037; Jun Du 002; Alejandrina Cristià; Lei Sun 010; Chin-Hui Lee 001 (ICASSP, 2020)

A Cross-Task Transfer Learning Approach to Adapting Deep Speech Enhancement Models to Unseen Background Noise Using Paired Senone Classifiers. - Sicheng Wang 004; Wei Li 119; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2020)

Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement. - Chao-Han Huck Yang; Jun Qi 002; Pin-Yu Chen; Xiaoli Ma; Chin-Hui Lee 001 (ICASSP, 2020)

Enhanced Adversarial Strategically-Timed Attacks Against Deep Reinforcement Learning. - Chao-Han Huck Yang; Jun Qi 002; Pin-Yu Chen; Yi Ouyang; I-Te Danny Hung; Chin-Hui Lee 001; Xiaoli Ma (ICASSP, 2020)

An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances. - Hu Hu; Sabato Marco Siniscalchi; Yannan Wang; Xue Bai; Jun Du 002; Chin-Hui Lee 001 (INTERSPEECH, 2020)

Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification. - Hu Hu; Sabato Marco Siniscalchi; Yannan Wang; Chin-Hui Lee 001 (INTERSPEECH, 2020)

Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement. - Jun Qi 002; Hu Hu; Yannan Wang; Chao-Han Huck Yang; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (INTERSPEECH, 2020)

A Space-and-Speaker-Aware Iterative Mask Estimation Approach to Multi-Channel Speech Recognition in the CHiME-6 Challenge. - Yanhui Tu; Jun Du 002; Lei Sun 010; Feng Ma; Jia Pan; Chin-Hui Lee 001 (INTERSPEECH, 2020)

A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement. - Yu-Xuan Wang; Jun Du 002; Li Chai 002; Chin-Hui Lee 001; Jia Pan (INTERSPEECH, 2020)

Using Speech Enhancement Preprocessing for Speech Emotion Recognition in Realistic Noisy Conditions. - Hengshun Zhou; Jun Du 002; Yanhui Tu; Chin-Hui Lee 001 (INTERSPEECH, 2020)

Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation. - Hu Hu; Chao-Han Huck Yang; Xianjun Xia; Xue Bai; Xin Tang; Yajian Wang; Shutong Niu; Li Chai 002; Juanjuan Li; Hongning Zhu; Feng Bao; Yuanjun Zhao; et al. (CoRR, 2020)

Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention. - Hang Chen 001; Jun Du 002; Yu Hu 003; Li-Rong Dai 001; Chin-Hui Lee 001; Bao-Cai Yin (CoRR, 2020)

On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression. - Jun Qi 002; Jun Du 002; Sabato Marco Siniscalchi; Xiaoli Ma; Chin-Hui Lee 001 (IEEE Signal Process. Lett., 2020)

A Multi-Target SNR-Progressive Learning Approach to Regression Based Speech Enhancement. - Yanhui Tu; Jun Du 002; Tian Gao 005; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression. - Jun Qi 002; Jun Du 002; Sabato Marco Siniscalchi; Xiaoli Ma; Chin-Hui Lee 001 (IEEE Trans. Signal Process., 2020)

A Two-Stage Approach to Device-Robust Acoustic Scene Classification. - Hu Hu; Chao-Han Huck Yang; Xianjun Xia; Xue Bai; Xin Tang; Yajian Wang; Shutong Niu; Li Chai 002; Juanjuan Li; Hongning Zhu; Feng Bao; Yuanjun Zhao; et al. (ICASSP, 2021)

A Progressive Learning Approach to Adaptive Noise and Speech Estimation for Speech Enhancement and Noisy Speech Recognition. - Zhaoxu Nian; Yan-Hui Tu; Jun Du 002; Chin-Hui Lee 001 (ICASSP, 2021)

Speech Enhancement Autoencoder with Hierarchical Latent Structure. - Koen Oostermeijer; Jun Du 002; Qing Wang 008; Chin-Hui Lee 001 (ICASSP, 2021)

Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition. - Chao-Han Huck Yang; Jun Qi 002; Samuel Yen-Chi Chen; Pin-Yu Chen; Sabato Marco Siniscalchi; Xiaoli Ma; Chin-Hui Lee 001 (ICASSP, 2021)

Automatic Lip-Reading with Hierarchical Pyramidal Convolution and Self-Attention for Image Sequences with No Word Boundaries. - Hang Chen 001; Jun Du 002; Yu Hu 003; Li-Rong Dai 001; Bao-Cai Yin; Chin-Hui Lee 001 (Interspeech, 2021)

Scenario-Dependent Speaker Diarization for DIHARD-III Challenge. - Yu-Xuan Wang; Jun Du 002; Maokui He; Shutong Niu; Lei Sun 010; Chin-Hui Lee 001 (Interspeech, 2021)

PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification. - Chao-Han Huck Yang; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (Interspeech, 2021)

A Maximum Likelihood Approach to SNR-Progressive Learning Using Generalized Gaussian Distribution for LSTM-Based Speech Enhancement. - Xiaoqi Zhang; Jun Du 002; Li Chai 002; Chin-Hui Lee 001 (Interspeech, 2021)

Audio-Visual Information Fusion Using Cross-Modal Teacher-Student Learning for Voice Activity Detection in Realistic Environments. - Hengshun Zhou; Jun Du 002; Hang Chen 001; Zijun Jing; Shifu Xiong; Chin-Hui Lee 001 (Interspeech, 2021)

A Model Ensemble Approach for Sound Event Localization and Detection. - Qing Wang 008; Huaxin Wu; Zijun Jing; Feng Ma; Yi Fang; Yuxuan Wang; Tairan Chen; Jia Pan; Jun Du 002; Chin-Hui Lee 001 (ISCSLP, 2021)

Speech Emotion Recognition Based on Acoustic Segment Model. - Siyuan Zheng; Jun Du 002; Hengshun Zhou; Xue Bai; Chin-Hui Lee 001; Shipeng Li 001 (ISCSLP, 2021)

Acoustic Modeling for Multi-Array Conversational Speech Recognition in the Chime-6 Challenge. - Li Chai 002; Jun Du 002; Diyuan Liu; Yanhui Tu; Chin-Hui Lee 001 (SLT, 2021)

USTC-NELSLIP System Description for DIHARD-III Challenge. - Yuxuan Wang; Mao-Kui He; Shutong Niu; Lei Sun 010; Tian Gao 005; Xin Fang; Jia Pan; Jun Du 002; Chin-Hui Lee 001 (CoRR, 2021)

A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification. - Chao-Han Huck Yang; Hu Hu; Sabato Marco Siniscalchi; Qing Wang 008; Yuyang Wang; Xianjun Xia; Yuanjun Zhao; Yuzhong Wu; Yannan Wang; Jun Du 002; Chin-Hui Lee 001 (CoRR, 2021)

Separation Guided Speaker Diarization in Realistic Mismatched Conditions. - Shutong Niu; Jun Du 002; Lei Sun 010; Chin-Hui Lee 001 (CoRR, 2021)

Correlating subword articulation with lip shapes for embedding aware audio-visual speech enhancement. - Hang Chen 001; Jun Du 002; Yu Hu 003; Li-Rong Dai 001; Bao-Cai Yin; Chin-Hui Lee 001 (Neural Networks, 2021)

A Cross-Entropy-Guided Measure (CEGM) for Assessing Speech Recognition Performance and Optimizing DNN-Based Speech Enhancement. - Li Chai 002; Jun Du 002; Qing-Feng Liu; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Information Fusion in Attention Networks Using Adaptive and Multi-Level Factorized Bilinear Pooling for Audio-Visual Emotion Recognition. - Hengshun Zhou; Jun Du 002; Yuanyuan Zhang; Qing Wang 008; Qing-Feng Liu; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

The First Multimodal Information Based Speech Processing (Misp) Challenge: Data, Tasks, Baselines And Results. - Hang Chen 001; Hengshun Zhou; Jun Du 002; Chin-Hui Lee 001; Jingdong Chen; Shinji Watanabe 001; Sabato Marco Siniscalchi; Odette Scharenborg; Diyuan Liu; Bao-Cai Yin; Jia Pan; Jianqing Gao; et al. (ICASSP, 2022)

The USTC-Ximalaya System for the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription (M2met) Challenge. - Maokui He; Xiang Lv; Weilin Zhou; Jingjing Yin; Xiaoqi Zhang; Yuxuan Wang; Shutong Niu; Yuhang Cao; Heng Lu; Jun Du 002; Chin-Hui Lee 001 (ICASSP, 2022)

A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer. - Hu Hu; Sabato Marco Siniscalchi; Chao-Han Huck Yang; Chin-Hui Lee 001 (ICASSP, 2022)

Improving Separation-Based Speaker Diarization Via Iterative Model Refinement And Speaker Embedding Based Post-Processing. - Shutong Niu; Jun Du 002; Lei Sun 010; Chin-Hui Lee 001 (ICASSP, 2022)

A Study of Designing Compact Audio-Visual Wake Word Spotting System Based on Iterative Fine-Tuning in Neural Network Pruning. - Hengshun Zhou; Jun Du 002; Chao-Han Huck Yang; Shifu Xiong; Chin-Hui Lee 001 (ICASSP, 2022)

Audio-Visual Speech Recognition in MISP2021 Challenge: Dataset Release and Deep Analysis. - Hang Chen 001; Jun Du 002; Yusheng Dai; Chin-Hui Lee 001; Sabato Marco Siniscalchi; Shinji Watanabe 001; Odette Scharenborg; Jingdong Chen; Baocai Yin; Jia Pan (INTERSPEECH, 2022)

End-to-End Audio-Visual Neural Speaker Diarization. - Mao-Kui He; Jun Du 002; Chin-Hui Lee 001 (INTERSPEECH, 2022)

Deep Segment Model for Acoustic Scene Classification. - Yajian Wang; Jun Du 002; Hang Chen 001; Qing Wang 008; Chin-Hui Lee 001 (INTERSPEECH, 2022)

Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis. - Hengshun Zhou; Jun Du 002; Gongzhen Zou; Zhaoxu Nian; Chin-Hui Lee 001; Sabato Marco Siniscalchi; Shinji Watanabe 001; Odette Scharenborg; Jingdong Chen; Shifu Xiong; Jianqing Gao (INTERSPEECH, 2022)

Deep Learning Based Audio-Visual Multi-Speaker DOA Estimation Using Permutation-Free Loss Function. - Qing Wang 008; Hang Chen 001; Ya Jiang; Zhe Wang; Yuyang Wang; Jun Du 002; Chin-Hui Lee 001 (ISCSLP, 2022)

A Study on Joint Modeling and Data Augmentation of Multi-Modalities for Audio-Visual Scene Classification. - Qing Wang 008; Jun Du 002; Siyuan Zheng; Yunqing Li; Yajian Wang; Yuzhong Wu; Hu Hu; Chao-Han Huck Yang; Sabato Marco Siniscalchi; Yannan Wang; Chin-Hui Lee 001 (ISCSLP, 2022)

An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition. - Chao-Han Huck Yang; Jun Qi 002; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ISCSLP, 2022)

An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition. - Chao-Han Huck Yang; I-Fan Chen; Andreas Stolcke; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (SLT, 2022)

Correlated Multi-Level Speech Enhancement for Robust Real-World ASR Applications Using Mask-Waveform-Feature Optimization. - Hang Chen 001; Jun Du 002; Zhe Wang; Chenxi Wang; Yuling Ren; Qinglong Li; Ruibo Liu; Chin-Hui Lee 001 (APSIPA ASC, 2023)

Improving Sound Event Localization and Detection with Class-Dependent Sound Separation for Real-World Scenarios. - Shi Cheng; Jun Du 002; Qing Wang 008; Ya Jiang; Zhaoxu Nian; Shutong Niu; Chin-Hui Lee 001; Yu Gao; Wenbin Zhang (APSIPA ASC, 2023)

Enhancing Privacy Preservation with Quantum Computing for Word-Level Audio-Visual Speech Recognition. - Chang Wang; Jun Du 002; Hang Chen 001; Ruoyu Wang 029; Chao-Han Huck Yang; Jiangjiang Zhao; Yuling Ren; Qinglong Li; Chin-Hui Lee 001 (APSIPA ASC, 2023)

Semi-Supervised Multi-Channel Speaker Diarization With Cross-Channel Attention. - Shilong Wu; Jun Du 002; Mao-Kui He; Shutong Niu; Hang Chen 001; Haitao Tang; Chin-Hui Lee 001 (ASRU, 2023)

Summary on the Multimodal Information Based Speech Processing (MISP) 2022 Challenge. - Hang Chen 001; Shilong Wu; Yusheng Dai; Zhe Wang; Jun Du 002; Chin-Hui Lee 001; Jingdong Chen; Shinji Watanabe 001; Sabato Marco Siniscalchi; Odette Scharenborg; Diyuan Liu; Bao-Cai Yin; et al. (ICASSP, 2023)

Incorporating Lip Features into Audio-Visual Multi-Speaker DOA Estimation by Gated Fusion. - Ya Jiang; Hang Chen 001; Jun Du 002; Qing Wang 008; Chin-Hui Lee 001 (ICASSP, 2023)

An Experimental Study on Sound Event Localization and Detection Under Realistic Testing Conditions. - Shutong Niu; Jun Du 002; Qing Wang 008; Li Chai 002; Huaxin Wu; Zhaoxu Nian; Lei Sun 010; Yi Fang; Jia Pan; Chin-Hui Lee 001 (ICASSP, 2023)

Loss Function Design for DNN-Based Sound Event Localization and Detection on Low-Resource Realistic Data. - Qing Wang 008; Jun Du 002; Zhaoxu Nian; Shutong Niu; Li Chai 002; Huaxin Wu; Jia Pan; Chin-Hui Lee 001 (ICASSP, 2023)

The Multimodal Information Based Speech Processing (Misp) 2022 Challenge: Audio-Visual Diarization And Recognition. - Zhe Wang; Shilong Wu; Hang Chen 001; Mao-Kui He; Jun Du 002; Chin-Hui Lee 001; Jingdong Chen; Shinji Watanabe 001; Sabato Marco Siniscalchi; Odette Scharenborg; Diyuan Liu; Baocai Yin; et al. (ICASSP, 2023)

A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition. - Chao-Han Huck Yang; Bo Li 028; Yu Zhang 033; Nanxin Chen; Tara N. Sainath; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2023)

Incorporating Visual Information Reconstruction into Progressive Learning for Optimizing audio-visual Speech Enhancement. - Chenyue Zhang; Hang Chen 001; Jun Du 002; Bao-Cai Yin; Jia Pan; Chin-Hui Lee 001 (ICASSP, 2023)

Improving Audio-Visual Speech Recognition by Lip-Subword Correlation Based Visual Pre-training and Cross-Modal Fusion Encoder. - Yusheng Dai; Hang Chen 001; Jun Du 002; Xiaofei Ding; Ning Ding; Feijun Jiang; Chin-Hui Lee 001 (ICME, 2023)

Variance-Preserving-Based Interpolation Diffusion Models for Speech Enhancement. - Zilu Guo; Jun Du 002; Chin-Hui Lee 001; Yu Gao; Wenbin Zhang (INTERSPEECH, 2023)

A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models. - Pin-Jui Ku; Chao-Han Huck Yang; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (INTERSPEECH, 2023)

Unsupervised Adaptation with Quality-Aware Masking to Improve Target-Speaker Voice Activity Detection for Speaker Diarization. - Shutong Niu; Jun Du 002; Maokui He; Chin-Hui Lee 001; Baoxiang Li; Jiakui Li (INTERSPEECH, 2023)

A Multiple-Teacher Pruning Based Self-Distillation (MT-PSD) Approach to Model Compression for Audio-Visual Wake Word Spotting. - Haotian Wang; Jun Du 002; Hengshun Zhou; Chin-Hui Lee 001; Yuling Ren; Jiangjiang Zhao (INTERSPEECH, 2023)

AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark. - Gaobin Yang; Jun Du 002; Maokui He; Shutong Niu; Baoxiang Li; Jiakui Li; Chin-Hui Lee 001 (INTERSPEECH, 2023)

The USTC-NERCSLIP Systems for the CHiME-7 DASR Challenge. - Ruoyu Wang 029; Maokui He; Jun Du 002; Hengshun Zhou; Shutong Niu; Hang Chen 001; Yanyan Yue; Gaobin Yang; Shilong Wu; Lei Sun 010; Yanhui Tu; Haitao Tang; et al. (CoRR, 2023)

The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction. - Shilong Wu; Chenxi Wang; Hang Chen 001; Yusheng Dai; Chenyue Zhang; Ruoyu Wang 029; Hongbo Lan; Jun Du 002; Chin-Hui Lee 001; Jingdong Chen; Shinji Watanabe 001; Sabato Marco Siniscalchi; et al. (CoRR, 2023)

ANSD-MA-MSE: Adaptive Neural Speaker Diarization Using Memory-Aware Multi-Speaker Embedding. - Mao-Kui He; Jun Du 002; Qing-Feng Liu; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

QDM-SSD: Quality-Aware Dynamic Masking for Separation-Based Speaker Diarization. - Shutong Niu; Jun Du 002; Lei Sun 010; Yu Hu 003; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection. - Qing Wang 008; Jun Du 002; Huaxin Wu; Jia Pan; Feng Ma; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Using iterative adaptation and dynamic mask for child speech extraction under real-world multilingual conditions. - Shi Cheng; Jun Du 002; Shutong Niu; Alejandrina Cristià; Xin Wang 037; Qing Wang 008; Chin-Hui Lee 001 (Speech Commun., 2023)

Space-and-speaker-aware acoustic modeling with effective data augmentation for recognition of multi-array conversational speech. - Li Chai 002; Hang Chen 001; Jun Du 002; Qing-Feng Liu; Chin-Hui Lee 001 (Speech Commun., 2023)

A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition. - Yusheng Dai; Hang Chen 001; Jun Du 002; Ruoyu Wang 029; Shihao Chen; Haotian Wang; Chin-Hui Lee 001 (CVPR, 2024)

Summary on the Multimodal Information-Based Speech Processing (MISP) 2023 Challenge. - Hang Chen 001; Shilong Wu; Chenxi Wang; Jun Du 002; Chin-Hui Lee 001; Sabato Marco Siniscalchi; Shinji Watanabe 001; Jingdong Chen; Odette Scharenborg; Zhong-Qiu Wang 001; Bao-Cai Yin; Jia Pan (ICASSP Workshops, 2024)

A Spatial Long-Term Iterative Mask Estimation Approach for Multi-Channel Speaker Diarization and Speech Recognition. - Feng Ma; Yanhui Tu; Maokui He; Ruoyu Wang 029; Shutong Niu; Lei Sun 010; Zhongfu Ye; Jun Du 002; Jia Pan; Chin-Hui Lee 001 (ICASSP, 2024)

Improving Multi-Modal Emotion Recognition Using Entropy-Based Fusion and Pruning-Based Network Architecture Optimization. - Haotian Wang; Jun Du 002; Yusheng Dai; Chin-Hui Lee 001; Yuling Ren; Yu Liu (ICASSP, 2024)

The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction. - Shilong Wu; Chenxi Wang; Hang Chen 001; Yusheng Dai; Chenyue Zhang; Ruoyu Wang 029; Hongbo Lan; Jun Du 002; Chin-Hui Lee 001; Jingdong Chen; Sabato Marco Siniscalchi; Odette Scharenborg; et al. (ICASSP, 2024)

Neural Speaker Diarization Using Memory-Aware Multi-Speaker Embedding with Sequence-to-Sequence Architecture. - Gaobin Yang; Maokui He; Shutong Niu; Ruoyu Wang 029; Yanyan Yue; Shuangqing Qian; Shilong Wu; Jun Du 002; Chin-Hui Lee 001 (ICASSP, 2024)

Boosting End-to-End Multilingual Phoneme Recognition Through Exploiting Universal Speech Attributes Constraints. - Hao Yen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2024)

Exploring Audio-Visual Information Fusion for Sound Event Localization and Detection In Low-Resource Realistic Scenarios. - Ya Jiang; Qing Wang 008; Jun Du 002; Maocheng Hu; Pengfei Hu 006; Zeyan Liu; Shi Cheng; Zhaoxu Nian; Yuxuan Dong; Mingqi Cai; Xin Fang; Chin-Hui Lee 001 (ICME, 2024)

Summary on the Chat-Scenario Chinese Lipreading (ChatCLR) Challenge. - Chen-Yue Zhang; Hang Chen 001; Jun Du 002; Sabato Marco Siniscalchi; Ya Jiang; Chin-Hui Lee 001 (ICME Workshops, 2024)

Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech Corpus Release and Customized System Design. - Ming Gao; Hang Chen 001; Jun Du 002; Xin Xu; Hongxiao Guo; Hui Bu; Jianxing Yang; Ming Li; Chin-Hui Lee 001 (INTERSPEECH, 2024)

Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition. - Hao Yen; Pin-Jui Ku; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (INTERSPEECH, 2024)

Summary of Low-Resource Dysarthria Wake-Up Word Spotting Challenge. - Ming Gao; Hang Chen 001; Jun Du 002; Xin Xu; Hongxiao Guo; Hui Bu; Ming Li; Chin-Hui Lee 001 (SLT, 2024)

Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori. - Hu Hu; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (CoRR, 2024)

A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition. - Yusheng Dai; Hang Chen 001; Jun Du 002; Ruoyu Wang 029; Shihao Chen; Jiefeng Ma; Haotian Wang; Chin-Hui Lee 001 (CoRR, 2024)

Quality-Aware End-to-End Audio-Visual Neural Speaker Diarization. - Mao-Kui He; Jun Du 002; Shutong Niu; Qing-Feng Liu; Chin-Hui Lee 001 (CoRR, 2024)

Optimizing Audio-Visual Speech Enhancement Using Multi-Level Distortion Measures for Audio-Visual Speech Recognition. - Hang Chen 001; Qing Wang 008; Jun Du 002; Bao-Cai Yin; Jia Pan; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

A Variance-Preserving Interpolation Approach for Diffusion Models With Applications to Single Channel Speech Enhancement and Recognition. - Zilu Guo; Qing Wang 008; Jun Du 002; Jia Pan; Qing-Feng Liu; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Collaborative Viseme Subword and End-to-End Modeling for Word-Level Lip Reading. - Hang Chen 001; Qing Wang 008; Jun Du 002; Genshun Wan; Shifu Xiong; Baocai Yin; Jia Pan; Chin-Hui Lee 001 (IEEE Trans. Multim., 2024)

An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement. - Pin-Jui Ku; Chun-Wei Ho; Hao Yen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2025)

Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer. - Hu Hu; Sabato Marco Siniscalchi; Chao-Han Huck Yang; Chin-Hui Lee 001 (CoRR, 2025)

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition. - Ming Gao; Shilong Wu; Hang Chen 001; Jun Du 002; Chin-Hui Lee 001; Shinji Watanabe 001; Jingdong Chen; Sabato Marco Siniscalchi; Odette Scharenborg (CoRR, 2025)