Reducing the computational requirement of the orthogonal least squares algorithm. - Engsiong Chng; Sheng Chen 001; Bernard Mulgrew (ICASSP (3), 1994)

Efficient computational schemes for the orthogonal least squares algorithm. - Engsiong Chng; Sheng Chen 001; Bernard Mulgrew (IEEE Trans. Signal Process., 1995)

Using weight decay to optimize the generalization ability of a perceptron. - Siegfried Bös; Eng Siong Chng (ICNN, 1996)

Orthogonal least-squares learning algorithm with local adaptation process for the radial basis function networks. - Eng Siong Chng; Howard Hua Yang; Siegfried Bös (IEEE Signal Process. Lett., 1996)

Gradient radial basis function networks for nonlinear and nonstationary time series prediction. - Engsiong Chng; Sheng Chen 001; Bernard Mulgrew (IEEE Trans. Neural Networks, 1996)

Semi-class-based N-gram Language Modeling for Chinese Dictation. - Min Zhang 005; Engsiong Chng; Haizhou Li 001 (ISCSLP, 2000)

Concurrent constant modulus algorithm and soft decision directed scheme for fractionally-spaced blind equalization. - Sheng Chen 001; Engsiong Chng (ICC, 2004)

Event detection based on non-broadcast sports video. - Jinjun Wang; Changsheng Xu; Chng Eng Siong; Xinguo Yu; Qi Tian 002 (ICIP, 2004)

Sports highlight detection from keyword sequences using HMM. - Jinjun Wang; Changsheng Xu; Chng Eng Siong; Qi Tian 002 (ICME, 2004)

High Accuracy Classification of EEG Signal. - Wenjie Xu; Cuntai Guan; Chng Eng Siong; S. Ranganatha; M. Thulasidas; Jiankang Wu (ICPR (2), 2004)

Automatic replay generation for soccer video broadcasting. - Jinjun Wang; Changsheng Xu; Chng Eng Siong; Kongwah Wan; Qi Tian 002 (ACM Multimedia, 2004)

Soccer replay detection using scene transition structure analysis. - Jinjun Wang; Engsiong Chng; Changsheng Xu (ICASSP (2), 2005)

A Player-Possession Acquisition System for Broadcast Soccer Video. - Xinguo Yu; Tze Sen Hay; Xin Yan 001; Engsiong Chng (ICME, 2005)

Automatic generation of personalized music sports video. - Jinjun Wang; Changsheng Xu; Chng Eng Siong; Ling-Yu Duan; Kongwah Wan; Qi Tian 002 (ACM Multimedia, 2005)

Determining the optimal decision delay parameter for a linear equalizer. - Eng Siong Chng; Sheng Chen 001 (Int. J. Autom. Comput., 2005)

Integrating Acoustic, Prosodic and Phonotactic Features for Spoken Language Identification. - Rong Tong; Bin Ma 001; Donglai Zhu; Haizhou Li 001; Engsiong Chng (ICASSP (1), 2006)

Fully and Semi-Automatic Music Sports Video Composition. - Jinjun Wang; Engsiong Chng; Changsheng Xu (ICME, 2006)

Identify Sports Video Shots with "Happy" or "Sad" Emotions. - Jinjun Wang; Engsiong Chng; Changsheng Xu; Hanqing Lu; Xiaofeng Tong (ICME, 2006)

Automatic Sports Video Genre Classification using Pseudo-2D-HMM. - Jinjun Wang; Changsheng Xu; Engsiong Chng (ICPR (4), 2006)

Temporal Discrete Cosine Transform: Towards Longer Term Temporal Features for Speaker Verification. - Tomi Kinnunen; Chin-Wei Eugene Koh; Lei Wang 020; Haizhou Li 001; Eng Siong Chng (ISCSLP, 2006)

The IIR Submission to CSLP 2006 Speaker Recognition Evaluation. - Kong-Aik Lee; Hanwu Sun; Rong Tong; Bin Ma 001; Minghui Dong; Changhuai You; Donglai Zhu; Chin-Wei Eugene Koh; Lei Wang 020; Tomi Kinnunen; Chng Eng Siong; Haizhou Li 001 (ISCSLP (Selected Papers), 2006)

Fusion of Acoustic and Tokenization Features for Speaker Recognition. - Rong Tong; Bin Ma 001; Kong-Aik Lee; Changhuai You; Donglai Zhu; Tomi Kinnunen; Hanwu Sun; Minghui Dong; Chng Eng Siong; Haizhou Li 001 (ISCSLP (Selected Papers), 2006)

Vector Autoregressive Model for Missing Feature Reconstruction. - Xiong Xiao; Haizhou Li 001; Engsiong Chng (ISCSLP (Selected Papers), 2006)

Speaker Diarization Using Direction of Arrival Estimate and Acoustic Feature Information: The I2R-NTU Submission for the NIST RT 2007 Evaluation. - Chin-Wei Eugene Koh; Hanwu Sun; Tin Lay Nwe; Trung Hieu Nguyen 001; Bin Ma 001; Chng Eng Siong; Haizhou Li 001; Susanto Rahardja (CLEAR, 2007)

Spoken Language Recognition with Relevance Feedback. - Rong Tong; Haizhou Li 001; Bin Ma 001; Engsiong Chng; Siu-Yeung Cho (ICASSP (4), 2007)

Normalizing the Speech Modulation Spectrum for Robust Speech Recognition. - Xiong Xiao; Engsiong Chng; Haizhou Li 001 (ICASSP (4), 2007)

A Vector-Based Approach to Broadcast Audio Database Indexing and Retrieval. - Lei Wang 020; Haizhou Li 001; Engsiong Chng (ICME, 2007)

An MCU description methodology for initialization code generation software. - Yunfei Bai; Chng Eng Siong; Gorthi Prashant Bhanu (ICPADS, 2007)

Using direction of arrival estimate and acoustic feature information in speaker diarization. - Chin-Wei Eugene Koh; Hanwu Sun; Tin Lay Nwe; Trung Hieu Nguyen 001; Bin Ma 001; Engsiong Chng; Haizhou Li 001; Susanto Rahardja (INTERSPEECH, 2007)

Evaluating the temporal structure normalisation technique on the Aurora-4 task. - Xiong Xiao; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2007)

Temporal Structure Normalization of Speech Feature for Robust Speech Recognition. - Xiong Xiao; Chng Eng Siong; Haizhou Li 001 (IEEE Signal Process. Lett., 2007)

Generation of Personalized Music Sports Video Using Multimodal Cues. - Jinjun Wang; Engsiong Chng; Changsheng Xu; Hanqing Lu; Qi Tian 002 (IEEE Trans. Multim., 2007)

MICRO-EBLOCK: A Modular Platform for Embedded System Education. - Choon-Ching Tan; Su-Lim Tan; Chng Eng Siong; Wooi-Boon Goh (CSSE (5), 2008)

Target-oriented phone tokenizers for spoken language recognition. - Rong Tong; Bin Ma 001; Haizhou Li 001; Engsiong Chng (ICASSP, 2008)

Fuzzy rule selection using Iterative Rule Learning for speech data classification. - Omid Dehzangi; Bin Ma 001; Chng Eng Siong; Haizhou Li 001 (ICPR, 2008)

T-test distance and clustering criterion for speaker diarization. - Trung Hieu Nguyen 001; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2008)

Target-oriented phone selection from universal phone set for spoken language recognition. - Rong Tong; Bin Ma 001; Haizhou Li 001; Engsiong Chng (INTERSPEECH, 2008)

Discriminative Output Coding Features for Speech Recognition. - Omid Dehzangi; Bin Ma 001; Chng Eng Siong; Haizhou Li 001 (ISCSLP, 2008)

Effect of Feature Smoothing for Robust Speech Recognition. - Xiong Xiao; Chng Eng Siong; Haizhou Li 001 (ISCSLP, 2008)

Efficient mobile phone Chinese optical character recognition systems by use of heuristic fuzzy rules and bigram Markov language models. - Adrian David Cheok; Jian Zhang; Chng Eng Siong (Appl. Soft Comput., 2008)

Automatic composition of broadcast sports video. - Jinjun Wang; Changsheng Xu; Engsiong Chng; Hanqing Lu; Qi Tian 002 (Multim. Syst., 2008)

Normalization of the Speech Modulation Spectra for Robust Speech Recognition. - Xiong Xiao; Chng Eng Siong; Haizhou Li 001 (IEEE Trans. Speech Audio Process., 2008)

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)

The I4U system in NIST 2008 speaker recognition evaluation. - Haizhou Li 001; Bin Ma 001; Kong-Aik Lee; Hanwu Sun; Donglai Zhu; Khe Chai Sim; Changhuai You; Rong Tong; Ismo Kärkkäinen; Chien-Lin Huang; Vladimir Pervouchine; Wu Guo; et al. (ICASSP, 2009)

Exploiting prosodic information for Speaker Recognition. - Yanhua Long; Bin Ma 001; Haizhou Li 001; Wu Guo; Chng Eng Siong; Li-Rong Dai 001 (ICASSP, 2009)

Cluster criterion functions in spectral subspace and their application in speaker clustering. - Trung Hieu Nguyen 001; Haizhou Li 001; Chng Eng Siong (ICASSP, 2009)

Efficient sparse self-similarity matrix construction for repeating sequence detection. - Lei Wang 020; Chng Eng Siong; Haizhou Li 001 (ICME, 2009)

Discriminative feature transformation using output coding for speech recognition. - Omid Dehzangi; Bin Ma 001; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2009)

Target-aware language models for spoken language recognition. - Rong Tong; Bin Ma 001; Haizhou Li 001; Engsiong Chng; Kong-Aik Lee (INTERSPEECH, 2009)

Improved Keypoint Matching Method for Near-Duplicate Keyframe Retrieval. - Ehsan Younessian; Deepu Rajan; Chng Eng Siong (ISM, 2009)

A Target-Oriented Phonotactic Front-End for Spoken Language Recognition. - Rong Tong; Bin Ma 001; Haizhou Li 001; Chng Eng Siong (IEEE Trans. Speech Audio Process., 2009)

Non-Isomorphic Forest Pair Translation. - Hui Zhang 066; Min Zhang 005; Haizhou Li 001; Engsiong Chng (EMNLP, 2010)

Error corrective classifier fusion for spoken Language Recognition. - Omid Dehzangi; Bin Ma 001; Engsiong Chng; Haizhou Li 001 (ICASSP, 2010)

Framewise Phone Classification Using Weighted Fuzzy Classification Rules. - Omid Dehzangi; Bin Ma 001; Engsiong Chng; Haizhou Li 001 (ICPR, 2010)

A discriminative performance metric for GMM-UBM speaker identification. - Omid Dehzangi; Bin Ma 001; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2010)

SEAME: a Mandarin-English code-switching speech corpus in south-east asia. - Dau-Cheng Lyu; Tien Ping Tan; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2010)

Selecting phonotactic features for language recognition. - Rong Tong; Bin Ma 001; Haizhou Li 001; Engsiong Chng (INTERSPEECH, 2010)

Phoneme lattice based texttiling towards multilingual story segmentation. - Xiaoxuan Wang; Lei Xie 001; Bin Ma 001; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2010)

Text-independent F0 transformation with non-parallel data for voice conversion. - Zhizheng Wu 001; Tomi Kinnunen; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2010)

A tree-construction search approach for multivariate time series motifs discovery. - Lei Wang 020; Engsiong Chng; Haizhou Li 001 (Pattern Recognit. Lett., 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)

Maximum likelihood adaptation of histogram equalization with constraint for robust speech recognition. - Xiong Xiao; Jinyu Li 001; Engsiong Chng; Haizhou Li 001 (ICASSP, 2011)

Linear Dynamic Models for Voice Activity Detection. - Kannu Mehta; Chau Khoa Pham; Chng Eng Siong (INTERSPEECH, 2011)

Speech Modulation Features for Robust Nonnative Speech Accent Detection. - Sethserey Sam; Xiong Xiao; Laurent Besacier; Eric Castelli; Haizhou Li 001; Chng Eng Siong (INTERSPEECH, 2011)

Target-Aware Lattice Rescoring for Dialect Recognition. - Rong Tong; Bin Ma 001; Haizhou Li 001; Chng Eng Siong (INTERSPEECH, 2011)

Feature Normalization Using Structured Full Transforms for Robust Speech Recognition. - Xiong Xiao; Jinyu Li 001; Chng Eng Siong; Haizhou Li 001 (INTERSPEECH, 2011)

Error Corrective Fusion of Classifier Scores for Spoken Language Recognition. - Omid Dehzangi; Bin Ma 001; Engsiong Chng; Haizhou Li 001 (IEICE Trans. Inf. Syst., 2011)

A study on spoofing attack in state-of-the-art speaker verification: the telephone speech case. - Zhizheng Wu 001; Tomi Kinnunen; Engsiong Chng; Haizhou Li 001; Eliathamby Ambikairajah (APSIPA, 2012)

An Empirical Evaluation of Stop Word Removal in Statistical Machine Translation. - Tze Yuang Chong; Rafael E. Banchs; Eng Siong Chng (ESIRMT/HyTra@EACL, 2012)

A Phone Mapping Technique for Acoustic Modeling of Under-Resourced Languages. - Van Hai Do; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (IALP, 2012)

Vulnerability of speaker verification systems against voice conversion spoofing attacks: The case of telephone speech. - Tomi Kinnunen; Zhizheng Wu 001; Kong-Aik Lee; Filip Sedlak; Engsiong Chng; Haizhou Li 001 (ICASSP, 2012)

A first speech recognition system for Mandarin-English code-switch conversational speech. - Ngoc Thang Vu; Dau-Cheng Lyu; Jochen Weiner; Dominic Telaar; Tim Schlippe; Fabian Blaicher; Engsiong Chng; Tanja Schultz; Haizhou Li 001 (ICASSP, 2012)

Joint spectral and temporal normalization of features for robust recognition of noisy and reverberated speech. - Xiong Xiao; Engsiong Chng; Haizhou Li 001 (ICASSP, 2012)

Lasso environment model combination for robust speech recognition. - Xiong Xiao; Jinyu Li 001; Engsiong Chng; Haizhou Li 001 (ICASSP, 2012)

Overlapping Sound Event Recognition using Local Spectrogram Features with the Generalised Hough Transform. - Jonathan William Dennis; Tran Huy Dat; Engsiong Chng (INTERSPEECH, 2012)

Detecting Converted Speech and Natural Speech for anti-Spoofing Attack in Speaker Recognition. - Zhizheng Wu 001; Chng Eng Siong; Haizhou Li 001 (INTERSPEECH, 2012)

Context dependant phone mapping for cross-lingual acoustic modeling. - Van Hai Do; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (ISCSLP, 2012)

An analysis of vector Taylor series model compensation for non-stationary noise in speech recognition. - Duc Hoang Ha Nguyen; Xiong Xiao; Chng Eng Siong; Haizhou Li 001 (ISCSLP, 2012)

Integration of language identification into a recognition system for spoken conversations containing code-Switches. - Jochen Weiner; Ngoc Thang Vu; Dominic Telaar; Florian Metze; Tanja Schultz; Dau-Cheng Lyu; Engsiong Chng; Haizhou Li 001 (SLTU, 2012)

Broadcast News Story Segmentation Using Conditional Random Fields and Multimodal Features. - Xiaoxuan Wang; Lei Xie 001; Mimi Lu; Bin Ma 001; Engsiong Chng; Haizhou Li 001 (IEICE Trans. Inf. Syst., 2012)

Discriminative feature extraction for speech recognition using continuous output codes. - Omid Dehzangi; Bin Ma 001; Engsiong Chng; Haizhou Li 001 (Pattern Recognit. Lett., 2012)

Mixture of Factor Analyzers Using Priors From Non-Parallel Speech for Voice Conversion. - Zhizheng Wu 001; Tomi Kinnunen; Engsiong Chng; Haizhou Li 001 (IEEE Signal Process. Lett., 2012)

Modeling of term-distance and term-occurrence information for improving n-gram language model performance. - Tze Yuang Chong; Rafael E. Banchs; Engsiong Chng; Haizhou Li 001 (ACL (2), 2013)

A robust sound event recognition framework under TV playing conditions. - Wen Zheng Terence Ng; Tran Huy Dat; Jonathan William Dennis; Chng Eng Siong (APSIPA, 2013)

Adaptive semi-supervised tree SVM for sound event recognition in home environments. - Wen Zheng Terence Ng; Tran Huy Dat; Huynh Thai Hoa; Chng Eng Siong (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)

Local partial least square regression for spectral mapping in voice conversion. - Xiaohai Tian; Zhizheng Wu 001; Engsiong Chng (APSIPA, 2013)

Language diarization for conversational code-switch speech with pronunciation dictionary adaptation. - Dau-Cheng Lyu; Engsiong Chng; Haizhou Li 001 (ChinaSIP, 2013)

Robust sound event recognition under TV playing conditions. - Wen Zheng Terence Ng; Tran Huy Dat; Jonathan William Dennis; Chng Eng Siong (ChinaSIP, 2013)

Conditional restricted Boltzmann machine for voice conversion. - Zhizheng Wu 001; Engsiong Chng; Haizhou Li 001 (ChinaSIP, 2013)

Constrained adaptation of histogram equalization for robust speech recognition. - Xiong Xiao; Engsiong Chng; Haizhou Li 001 (ChinaSIP, 2013)

Language diarization for code-switch conversational speech. - Dau-Cheng Lyu; Engsiong Chng; Haizhou Li 001 (ICASSP, 2013)

Synthetic speech detection using temporal modulation feature. - Zhizheng Wu 001; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (ICASSP, 2013)

Temporal filter design by minimum KL divergence criterion for robust speech recognition. - Xiong Xiao; Engsiong Chng; Haizhou Li 001 (ICASSP, 2013)

Context-dependent phone mapping for LVCSR of under-resourced languages. - Van Hai Do; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2013)

Vulnerability evaluation of speaker verification under voice conversion spoofing: the effect of text constraints. - Zhizheng Wu 001; Anthony Larcher; Kong-Aik Lee; Engsiong Chng; Tomi Kinnunen; Haizhou Li 001 (INTERSPEECH, 2013)

Exemplar-based unit selection for voice conversion utilizing temporal information. - Zhizheng Wu 001; Tuomas Virtanen; Tomi Kinnunen; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2013)

Attribute-based histogram equalization (HEQ) and its adaptation for robust speech recognition. - Xiong Xiao; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2013)

The development and analysis of a Malay broadcasr news corpus. - Tze Yuang Chong; Xiong Xiao; Haihua Xu 001; Tien Ping Tan; Chau Khoa Pham; Dau-Cheng Lyu; Chng Eng Siong; Haizhou Li 001 (O-COCOSDA/CASLRE, 2013)

Exemplar-based voice conversion using non-negative spectrogram deconvolution. - Zhizheng Wu 001; Tuomas Virtanen; Tomi Kinnunen; Eng Siong Chng; Haizhou Li 001 (SSW, 2013)

Overlapping sound event recognition using local spectrogram features and the generalised hough transform. - Jonathan William Dennis; Tran Huy Dat; Engsiong Chng (Pattern Recognit. Lett., 2013)

Hadoop framework: impact of data organization on performance. - Yu Shyang Tan; Jiaqi Tan 002; Engsiong Chng; Bu-Sung Lee; Jiaming Li 003; Susumu Date; Hui Ping Chak; Xiong Xiao; Atsushi Narishige (Softw. Pract. Exp., 2013)

Image Feature Representation of the Subband Power Distribution for Robust Sound Event Classification. - Jonathan William Dennis; Tran Huy Dat; Engsiong Chng (IEEE Trans. Speech Audio Process., 2013)

Multi-view features in a DNN-CRF model for improved sentence unit detection on English broadcast news. - Guangpu Huang; Chenglin Xu; Xiong Xiao; Lei Xie 001; Chng Eng Siong; Haizhou Li 001 (APSIPA, 2014)

A study on replay attack and anti-spoofing for text-dependent speaker verification. - Zhizheng Wu 001; Sheng Gao; Engsiong Chng; Haizhou Li 001 (APSIPA, 2014)

Towards better keyword search performance on Malay broadcast news data. - Haihua Xu 001; Van Tung Pham; Engsiong Chng; Haizhou Li 001 (APSIPA, 2014)

A Bayesian performance bound for time-delay of arrival based acoustic source tracking in a reverberant environment. - Xionghu Zhong; Wenwu Wang 001; Syed Mohsen Naqvi; Engsiong Chng (FUSION, 2014)

Improving language modeling by using distance and co-occurrence information of word-pairs and its application to LVCSR. - Tze Yuang Chong; Rafael E. Banchs; Engsiong Chng; Haizhou Li 001 (ICASSP, 2014)

A discriminatively trained Hough Transform for frame-level phoneme recognition. - Jonathan William Dennis; Tran Huy Dat; Haizhou Li 001; Engsiong Chng (ICASSP, 2014)

Generalization of temporal filter and linear transformation for robust speech recognition. - Duc Hoang Ha Nguyen; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (ICASSP, 2014)

Discriminative score normalization for keyword search decision. - Van Tung Pham; Haihua Xu 001; Nancy F. Chen; Sunil Sivadas; Boon Pang Lim; Engsiong Chng; Haizhou Li 001 (ICASSP, 2014)

Feature compensation using linear combination of speaker and environment dependent correction vectors. - Xiong Xiao; Jinyu Li 001; Engsiong Chng; Haizhou Li 001 (ICASSP, 2014)

Analysis of spectrogram image methods for sound event classification. - Jonathan William Dennis; Tran Huy Dat; Chng Eng Siong (INTERSPEECH, 2014)

Kernel density-based acoustic model with cross-lingual bottleneck features for resource limited LVCSR. - Van Hai Do; Xiong Xiao; Chng Eng Siong; Haizhou Li 001 (INTERSPEECH, 2014)

Joint nonnegative matrix factorization for exemplar-based voice conversion. - Zhizheng Wu 001; Chng Eng Siong; Haizhou Li 001 (INTERSPEECH, 2014)

Semi-supervised training for bottle-neck feature based DNN-HMM hybrid systems. - Haihua Xu 001; Hang Su; Chng Eng Siong; Haizhou Li 001 (INTERSPEECH, 2014)

A deep neural network approach for sentence boundary detection in broadcast news. - Chenglin Xu; Lei Xie 001; Guangpu Huang; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2014)

Correlation-based frequency warping for voice conversion. - Xiaohai Tian; Zhizheng Wu 001; Siu Wa Lee; Engsiong Chng (ISCSLP, 2014)

The NNI Query-by-Example System for MediaEval 2014. - Peng Yang; Haihua Xu 001; Xiong Xiao; Lei Xie 001; Cheung-Chi Leung; Hongjie Chen 001; Jia Yu 002; Hang Lv 001; Lei Wang 020; Su Jun Leow; Bin Ma 001; Chng Eng Siong; et al. (MediaEval, 2014)

System and keyword dependent fusion for spoken term detection. - Van Tung Pham; Nancy F. Chen; Sunil Sivadas; Haihua Xu 001; I-Fan Chen; Chongjia Ni; Engsiong Chng; Haizhou Li 001 (SLT, 2014)

Cross-Lingual Phone Mapping for Large Vocabulary Speech Recognition of Under-Resourced Languages. - Van Hai Do; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (IEICE Trans. Inf. Syst., 2014)

Exemplar-Based Sparse Representation With Residual Compensation for Voice Conversion. - Zhizheng Wu 001; Tuomas Virtanen; Engsiong Chng; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Distance metric learning for kernel density-based acoustic model under limited training data conditions. - Van Hai Do; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2015)

Multilingual exemplar-based acoustic model for the NIST Open KWS 2015 evaluation. - Van Hai Do; Xiong Xiao; Haihua Xu 001; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2015)

On the study of very low-resource language keyword search. - Van Tung Pham; Haihua Xu 001; Van Hai Do; Tze Yuang Chong; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2015)

A density peak clustering approach to unsupervised acoustic subword units discovery. - Jia Yu 002; Lei Xie 001; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2015)

Non-negative matrix factorization using stable alternating direction method of multipliers for source separation. - Shaofei Zhang; Dong-Yan Huang; Lei Xie 001; Eng Siong Chng; Haizhou Li 001; Minghui Dong (APSIPA, 2015)

Speech enhancement using beamforming and non negative matrix factorization for robust speech recognition in the CHiME-3 challenge. - Thanh T. Vu; Benjamin Bigot; Engsiong Chng (ASRU, 2015)

Robust speech recognition using beamforming with adaptive microphone gains and multichannel noise reduction. - Shengkui Zhao; Xiong Xiao; Zhaofeng Zhang; Thi Ngoc Tho Nguyen; Xionghu Zhong; Bo Ren 006; Longbiao Wang; Douglas L. Jones; Engsiong Chng; Haizhou Li 001 (ASRU, 2015)

DNN feature compensation for noise robust speaker verification. - Steven Du; Xiong Xiao; Engsiong Chng (ChinaSIP, 2015)

Detecting synthetic speech using long term magnitude and phase information. - Xiaohai Tian; Steven Du; Xiong Xiao; Haihua Xu 001; Engsiong Chng; Haizhou Li 001 (ChinaSIP, 2015)

On statistical machine translation method for lexicon refinement in speech recognition. - Haihua Xu 001; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (ChinaSIP, 2015)

Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning. - Prerna Chikersal; Soujanya Poria; Erik Cambria; Alexander F. Gelbukh; Chng Eng Siong (CICLing (2), 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)

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

Sparse representation for frequency warping based voice conversion. - Xiaohai Tian; Zhizheng Wu 001; Siu Wa Lee; Nguyen Quy Hy; Engsiong Chng; Minghui Dong (ICASSP, 2015)

A learning-based approach to direction of arrival estimation in noisy and reverberant environments. - Xiong Xiao; Shengkui Zhao; Xionghu Zhong; Douglas L. Jones; Engsiong Chng; Haizhou Li 001 (ICASSP, 2015)

Language independent query-by-example spoken term detection using N-best phone sequences and partial matching. - Haihua Xu 001; Peng Yang; Xiong Xiao; Lei Xie 001; Cheung-Chi Leung; Hongjie Chen 001; Jia Yu 002; Hang Lv 001; Lei Wang 020; Su Jun Leow; Bin Ma 001; Engsiong Chng; et al. (ICASSP, 2015)

TDTO language modeling with feedforward neural networks. - Tze Yuang Chong; Rafael E. Banchs; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2015)

System fusion for high-performance voice conversion. - Xiaohai Tian; Zhizheng Wu 001; Siu Wa Lee; Nguyen Quy Hy; Minghui Dong; Engsiong Chng (INTERSPEECH, 2015)

Spoofing speech detection using high dimensional magnitude and phase features: the NTU approach for ASVspoof 2015 challenge. - Xiong Xiao; Xiaohai Tian; Steven Du; Haihua Xu 001; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2015)

Learning to estimate reverberation time in noisy and reverberant rooms. - Xiong Xiao; Shengkui Zhao; Xionghu Zhong; Douglas L. Jones; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2015)

A comparative study of BNF and DNN multilingual training on cross-lingual low-resource speech recognition. - Haihua Xu 001; Van Hai Do; Xiong Xiao; Engsiong Chng (INTERSPEECH, 2015)

Regularized non-negative matrix factorization using alternating direction method of multipliers and its application to source separation. - Shaofei Zhang; Dong-Yan Huang; Lei Xie 001; Engsiong Chng; Haizhou Li 001; Minghui Dong (INTERSPEECH, 2015)

The NNI Query-by-Example System for MediaEval 2015. - Jingyong Hou; Van Tung Pham; Cheung-Chi Leung; Lei Wang 020; Haihua Xu 001; Hang Lv 001; Lei Xie 001; Zhonghua Fu; Chongjia Ni; Xiong Xiao; Hongjie Chen 001; Shaofei Zhang; et al. (MediaEval, 2015)

Context-dependent Phone Mapping for Acoustic Modeling of Under-resourced Languages. - Van Hai Do; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (Int. J. Asian Lang. Process., 2015)

Mandarin-English code-switching speech corpus in South-East Asia: SEAME. - Dau-Cheng Lyu; Tien Ping Tan; Engsiong Chng; Haizhou Li 001 (Lang. Resour. Evaluation, 2015)

Exemplar-based voice conversion using joint nonnegative matrix factorization. - Zhizheng Wu 001; Engsiong Chng; Haizhou Li 001 (Multim. Tools Appl., 2015)

Decoupling Word-Pair Distance and Co-occurrence Information for Effective Long History Context Language Modeling. - Tze Yuang Chong; Rafael E. Banchs; Engsiong Chng; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Improving Efficiency of Sentence Boundary Detection by Feature Selection. - Thi-Nga Ho; Tze Yuang Chong; Van Hai Do; Van Tung Pham; Eng Siong Chng (ACIIDS (2), 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)

Spoofing speech detection using temporal convolutional neural network. - Xiaohai Tian; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2016)

Beamforming networks using spatial covariance features for far-field speech recognition. - Xiong Xiao; Shinji Watanabe 001; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2016)

I-vector based deep neural network acoustic model adaptation using multilingual language resource. - Haihua Xu 001; Wei Rao 002; Xiong Xiao; Hao Huang 009; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2016)

Content-aware local variability vector for speaker verification with short utterance. - Liping Chen; Kong-Aik Lee; Eng Siong Chng; Bin Ma 001; Haizhou Li 001; Li-Rong Dai 001 (ICASSP, 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)

Keyword search using query expansion for graph-based rescoring of hypothesized detections. - Van Tung Pham; Haihua Xu 001; Xiong Xiao; Nancy F. Chen; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2016)

Spoofing detection from a feature representation perspective. - Xiaohai Tian; Zhizheng Wu 001; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2016)

Combining non-negative matrix factorization and deep neural networks for speech enhancement and automatic speech recognition. - Thanh T. Vu; Benjamin Bigot; Eng Siong Chng (ICASSP, 2016)

An expectation-maximization eigenvector clustering approach to direction of arrival estimation of multiple speech sources. - Xiong Xiao; Shengkui Zhao; Thi Ngoc Tho Nguyen; Douglas L. Jones; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2016)

Approximate search of audio queries by using DTW with phone time boundary and data augmentation. - Haihua Xu 001; Jingyong Hou; Xiong Xiao; Van Tung Pham; Cheung-Chi Leung; Lei Wang 020; Van Hai Do; Hang Lv 001; Lei Xie 001; Bin Ma 001; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2016)

The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. - Kong-Aik Lee; Haizhou Li 001; Li Deng 001; Ville Hautamäki; Wei Rao 002; Xiong Xiao; Anthony Larcher; Hanwu Sun; Trung Hieu Nguyen 001; Guangsen Wang; Aleksandr Sizov; Jianshu Chen; et al. (INTERSPEECH, 2016)

Toward High-Performance Language-Independent Query-by-Example Spoken Term Detection for MediaEval 2015: Post-Evaluation Analysis. - Cheung-Chi Leung; Lei Wang 020; Haihua Xu 001; Jingyong Hou; Van Tung Pham; Hang Lv 001; Lei Xie 001; Xiong Xiao; Chongjia Ni; Bin Ma 001; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2016)

Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples. - Van Tung Pham; Haihua Xu 001; Xiong Xiao; Nancy F. Chen; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2016)

An Investigation of Spoofing Speech Detection Under Additive Noise and Reverberant Conditions. - Xiaohai Tian; Zhizheng Wu 001; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2016)

Semi-Supervised and Cross-Lingual Knowledge Transfer Learnings for DNN Hybrid Acoustic Models Under Low-Resource Conditions. - Haihua Xu 001; Hang Su; Chongjia Ni; Xiong Xiao; Hao Huang 009; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2016)

A DNN-HMM Approach to Story Segmentation. - Jia Yu 002; Xiong Xiao; Lei Xie 001; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2016)

Neural networks based channel compensation for i-vector speaker verification. - Wei Rao 002; Xiong Xiao; Chenglin Xu; Haihua Xu 001; Kong-Aik Lee; Eng Siong Chng; Haizhou Li 001 (ISCSLP, 2016)

Multi-channel feature adaptation for robust speech recognition. - Zhaofeng Zhang; Xiong Xiao; Longbiao Wang; Jianwu Dang 001; Masahiro Iwahashi; Eng Siong Chng; Haizhou Li 001 (ISCSLP, 2016)

The NNI Vietnamese Speech Recognition System for MediaEval 2016. - Lei Wang 020; Chongjia Ni; Cheung-Chi Leung; Changhuai You; Lei Xie 001; Haihua Xu 001; Xiong Xiao; Tin Lay Nwe; Eng Siong Chng; Bin Ma 001; Haizhou Li 001 (MediaEval, 2016)

Spoofing detection under noisy conditions: a preliminary investigation and an initial database. - Xiaohai Tian; Zhizheng Wu 001; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (CoRR, 2016)

Noise Robust Speech Recognition Using Multi-Channel Based Channel Selection And ChannelWeighting. - Zhaofeng Zhang; Xiong Xiao; Longbiao Wang; Eng Siong Chng; Haizhou Li 001 (CoRR, 2016)

Speech dereverberation for enhancement and recognition using dynamic features constrained deep neural networks and feature adaptation. - Xiong Xiao; Shengkui Zhao; Duc Hoang Ha Nguyen; Xionghu Zhong; Douglas L. Jones; Eng Siong Chng; Haizhou Li 001 (EURASIP J. Adv. Signal Process., 2016)

High quality voice conversion using prosodic and high-resolution spectral features. - Nguyen Quy Hy; Siu Wa Lee; Xiaohai Tian; Minghui Dong; Eng Siong Chng (Multim. Tools Appl., 2016)

Feature Adaptation Using Linear Spectro-Temporal Transform for Robust Speech Recognition. - Duc Hoang Ha Nguyen; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Single-channel Dereverberation for Distant-Talking Speech Recognition by Combining Denoising Autoencoder and Temporal Structure Normalization. - Yuma Ueda; Longbiao Wang; Atsuhiko Kai; Xiong Xiao; Engsiong Chng; Haizhou Li 001 (J. Signal Process. Syst., 2016)

Unsupervised Language Model Adaptation by Data Selection for Speech Recognition. - Yerbolat Khassanov; Tze Yuang Chong; Benjamin Bigot; Eng Siong Chng (ACIIDS (1), 2017)

Low-resource spoken keyword search strategies in georgian inspired by distinctive feature theory. - Nancy F. Chen; Boon Pang Lim; Van Hai Do; Van Tung Pham; Chongjia Ni; Haihua Xu 001; Mark Hasegawa-Johnson; Wenda Chen; Xiong Xiao; Sunil Sivadas; Eng Siong Chng; Bin Ma 001; et al. (APSIPA, 2017)

An investigation of spectral feature partitioning for replay attacks detection. - Zhi Hao Lim; Xiaohai Tian; Wei Rao 002; Eng Siong Chng (APSIPA, 2017)

An end-to-end neural network approach to story segmentation. - Jia Yu 002; Lei Xie 001; Xiong Xiao; Eng Siong Chng (APSIPA, 2017)

Topic embedding of sentences for story segmentation. - Jia Yu 002; Xiong Xiao; Lei Xie 001; Eng Siong Chng (APSIPA, 2017)

Improving N-gram language modeling for code-switching speech recognition. - Zhiping Zeng; Haihua Xu 001; Tze Yuang Chong; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2017)

Novel Functional Technologies for Age-Friendly E-commerce. - Xiaohai Tian; Lei Meng 001; Siyuan Liu 003; Zhiqi Shen 001; Eng Siong Chng; Cyril Leung; Frank Guan; Chunyan Miao (HCI (28), 2017)

Improving air traffic control speech intelligibility by reducing speaking rate effectively. - Nana Hou; Xiaohai Tian; Eng Siong Chng; Bin Ma 001; Haizhou Li 001 (IALP, 2017)

A review of the mandarin-english code-switching corpus: SEAME. - Grandee Lee; Thi-Nga Ho; Eng Siong Chng; Haizhou Li 001 (IALP, 2017)

Named entity transliteration with sequence-to-sequence neural network. - Zhongwei Li; Eng Siong Chng; Haizhou Li 001 (IALP, 2017)

On time-frequency mask estimation for MVDR beamforming with application in robust speech recognition. - Xiong Xiao; Shengkui Zhao; Douglas L. Jones; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2017)

Towards Age-friendly E-commerce Through Crowd-Improved Speech Recognition, Multimodal Search, and Personalized Speech Feedback. - Lei Meng 001; Nguyen Quy Hy; Xiaohai Tian; Zhiqi Shen 001; Eng Siong Chng; Frank Yunqing Guan; Chunyan Miao; Cyril Leung (ICCSE, 2017)

The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. - Kong-Aik Lee; Ville Hautamäki; Tomi Kinnunen; Anthony Larcher; Chunlei Zhang; Andreas Nautsch; Themos Stafylakis; Gang Liu 001; Mickaël Rouvier; Wei Rao 002; Federico Alegre; J. Ma; et al. (INTERSPEECH, 2017)

Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source. - Chenglin Xu; Xiong Xiao; Sining Sun; Wei Rao 002; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2017)

Pruning Strategies for Partial Search in Spoken Term Detection. - Van Tung Pham; Haihua Xu 001; Xiong Xiao; Nancy F. Chen; Eng Siong Chng (SoICT, 2017)

A hybrid neural network hidden Markov model approach for automatic story segmentation. - Jia Yu 002; Lei Xie 001; Xiong Xiao; Eng Siong Chng (J. Ambient Intell. Humaniz. Comput., 2017)

An Exemplar-Based Approach to Frequency Warping for Voice Conversion. - Xiaohai Tian; Siu Wa Lee; Zhizheng Wu 001; Eng Siong Chng; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Named-Entity Tagging and Domain adaptation for Better Customized Translation. - Zhongwei Li; Xuancong Wang; AiTi Aw; Eng Siong Chng; Haizhou Li 001 (NEWS@ACL, 2018)

A Hybrid Deep Learning Architecture for Sentence Unit Detection. - Duy-Cat Can; Thi-Nga Ho; Eng Siong Chng (IALP, 2018)

An Investigation of Word Embeddings with Deep Bidirectional LSTM for Sentence Unit Detection in Automatic Speech Transcription. - Thi-Nga Ho; Duy-Cat Can; Engsiong Chng (IALP, 2018)

Unsupervised Domain Adaptation via Domain Adversarial Training for Speaker Recognition. - Qing Wang 039; Wei Rao 002; Sining Sun; Lei Xie 001; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2018)

Single Channel Speech Separation with Constrained Utterance Level Permutation Invariant Training Using Grid LSTM. - Chenglin Xu; Wei Rao 002; Xiong Xiao; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2018)

Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition. - Pengcheng Guo; Haihua Xu 001; Lei Xie 001; Eng Siong Chng (INTERSPEECH, 2018)

Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR. - Yerbolat Khassanov; Eng Siong Chng (INTERSPEECH, 2018)

Mandarin-English Code-switching Speech Recognition. - Haihua Xu 001; Van Tung Pham; Zin Tun Kyaw; Zhi Hao Lim; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2018)

A Shifted Delta Coefficient Objective for Monaural Speech Separation Using Multi-task Learning. - Chenglin Xu; Wei Rao 002; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2018)

Average Modeling Approach to Voice Conversion with Non-Parallel Data. - Xiaohai Tian; Junchao Wang; Haihua Xu 001; Eng Siong Chng; Haizhou Li 001 (Odyssey, 2018)

Learning distributed sentence representations for story segmentation. - Jia Yu 002; Lei Xie 001; Xiong Xiao; Eng Siong Chng (Signal Process., 2018)

Re-ranking spoken term detection with acoustic exemplars of keywords. - Van Tung Pham; Haihua Xu 001; Xiong Xiao; Nancy F. Chen; Eng Siong Chng; Haizhou Li 001 (Speech Commun., 2018)

Domain Adversarial Training for Speech Enhancement. - Nana Hou; Chenglin Xu; Eng Siong Chng; Haizhou Li 001 (APSIPA, 2019)

Improving code-switching speech recognition with data augmentation and system combination. - Duo Ma; Guanyu Li; Haihua Xu 001; Eng Siong Chng (APSIPA, 2019)

Transfer Learning for Punctuation Prediction. - Karan Makhija; Thi-Nga Ho; Eng Siong Chng (APSIPA, 2019)

Audio Codec Simulation based Data Augmentation for Telephony Speech Recognition. - Thi-Ly Vu; Zhiping Zeng; Haihua Xu 001; Eng Siong Chng (APSIPA, 2019)

Time-Domain Speaker Extraction Network. - Chenglin Xu; Wei Rao 002; Eng Siong Chng; Haizhou Li 001 (ASRU, 2019)

The TL@NTU Text-to-speech System for the Blizzard Challenge 2019. - Wenjie Li; Haihua Xu 001; Eng Siong Chng (Blizzard Challenge, 2019)

Optimization of Speaker Extraction Neural Network with Magnitude and Temporal Spectrum Approximation Loss. - Chenglin Xu; Wei Rao 002; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2019)

QASA: Advanced Document Retriever for Open-Domain Question Answering by Learning to Rank Question-Aware Self-Attentive Document Representations. - Trang M. Nguyen; Van-Lien Tran; Duy-Cat Can; Quang-Thuy Ha; Ly T. Vu; Engsiong Chng (ICMLSC, 2019)

Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data. - Yerbolat Khassanov; Haihua Xu 001; Van Tung Pham; Zhiping Zeng; Eng Siong Chng; Chongjia Ni; Bin Ma 001 (INTERSPEECH, 2019)

Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation. - Yerbolat Khassanov; Zhiping Zeng; Van Tung Pham; Haihua Xu 001; Eng Siong Chng (INTERSPEECH, 2019)

Target Speaker Extraction for Multi-Talker Speaker Verification. - Wei Rao 002; Chenglin Xu; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2019)

A Speaker-Dependent WaveNet for Voice Conversion with Non-Parallel Data. - Xiaohai Tian; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2019)

On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition. - Zhiping Zeng; Yerbolat Khassanov; Van Tung Pham; Haihua Xu 001; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2019)

Online FAQ Chatbot for Customer Support. - Thi-Ly Vu; Zin Tun Kyaw; Chng Eng Siong; Rafael E. Banchs (IWSDS, 2019)

Target Speaker Extraction for Overlapped Multi-Talker Speaker Verification. - Wei Rao 002; Chenglin Xu; Eng Siong Chng; Haizhou Li 001 (CoRR, 2019)

A Vocoder-free WaveNet Voice Conversion with Non-Parallel Data. - Xiaohai Tian; Eng Siong Chng; Haizhou Li 001 (CoRR, 2019)

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. - Kong Aik Lee; Ville Hautamäki; Tomi Kinnunen; Hitoshi Yamamoto; Koji Okabe; Ville Vestman; Jing Huang 019; Guohong Ding; Hanwu Sun; Anthony Larcher; Rohan Kumar Das; Haizhou Li 001; et al. (CoRR, 2019)

Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences. - Boon Peng Yap; Andrew Koh; Eng Siong Chng (EMNLP (Findings), 2020)

Time-Domain Neural Network Approach for Speech Bandwidth Extension. - Xiang Hao; Chenglin Xu; Nana Hou; Lei Xie 001; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2020)

Independent Language Modeling Architecture for End-To-End ASR. - Van Tung Pham; Haihua Xu 001; Yerbolat Khassanov; Zhiping Zeng; Eng Siong Chng; Chongjia Ni; Bin Ma 001; Haizhou Li 001 (ICASSP, 2020)

SpEx+: A Complete Time Domain Speaker Extraction Network. - Meng Ge; Chenglin Xu; Longbiao Wang; Eng Siong Chng; Jianwu Dang 001; Haizhou Li 001 (INTERSPEECH, 2020)

Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network. - Nana Hou; Chenglin Xu; Van Tung Pham; Joey Tianyi Zhou; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2020)

Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension. - Nana Hou; Chenglin Xu; Joey Tianyi Zhou; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2020)

Monolingual Data Selection Analysis for English-Mandarin Hybrid Code-Switching Speech Recognition. - Haobo Zhang; Haihua Xu 001; Van Tung Pham; Hao Huang 009; Eng Siong Chng (INTERSPEECH, 2020)

Speech Transformer with Speaker Aware Persistent Memory. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2020)

Universal Speech Transformer. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2020)

Cross Attention with Monotonic Alignment for Speech Transformer. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2020)

A multilingual approach to joint Speech and Accent Recognition with DNN-HMM framework. - Yizhou Peng; Jicheng Zhang; Haobo Zhang; Haihua Xu 001; Hao Huang 009; Eng Siong Chng (CoRR, 2020)

Enriching Under-Represented Named-Entities To Improve Speech Recognition Performance. - Tingzhi Mao; Yerbolat Khassanov; Van Tung Pham; Haihua Xu 001; Hao Huang 009; Aishan Wumaier; Eng Siong Chng (CoRR, 2020)

An Embarrassingly Simple Model for Dialogue Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Eng Siong Chng (CoRR, 2020)

SpEx: Multi-Scale Time Domain Speaker Extraction Network. - Chenglin Xu; Wei Rao 002; Eng Siong Chng; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

GDPNet: Refining Latent Multi-View Graph for Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Eng Siong Chng (AAAI, 2021)

Time Domain Speech Enhancement With Attentive Multi-scale Approach. - Chen Chen 075; Nana Hou; Duo Ma; Eng Siong Chng (APSIPA ASC, 2021)

End-to-End Speaker Age and Height Estimation using Attention Mechanism and Triplet Loss. - Manav Kaushik; Van Tung Pham; Tran The Anh; Eng Siong Chng (APSIPA ASC, 2021)

Multitask-based joint learning approach to robust ASR for radio communication speech. - Duo Ma; Nana Hou; Van Tung Pham; Haihua Xu 001; Eng Siong Chng (APSIPA ASC, 2021)

Enriching Under-Represented Named Entities for Improved Speech Recognition. - Tingzhi Mao; Yerbolat Khassanov; Van Tung Pham; Haihua Xu 001; Hao Huang 009; Aishan Wumaier; Eng Siong Chng (APSIPA ASC, 2021)

Multilingual Approach to Joint Speech and Accent Recognition with DNN-HMM Framework. - Yizhou Peng; Jicheng Zhang; Haobo Zhang; Haihua Xu 001; Hao Huang 009; Sheng Li 010; Eng Siong Chng (APSIPA ASC, 2021)

A Unified Speaker Adaptation Approach for ASR. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (EMNLP (1), 2021)

Multi-Stage Speaker Extraction with Utterance and Frame-Level Reference Signals. - Meng Ge; Chenglin Xu; Longbiao Wang; Eng Siong Chng; Jianwu Dang 001; Haizhou Li 001 (ICASSP, 2021)

Representation Learning with Spectro-Temporal-Channel Attention for Speech Emotion Recognition. - Lili Guo; Longbiao Wang; Chenglin Xu; Jianwu Dang 001; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2021)

Learning Disentangled Feature Representations for Speech Enhancement Via Adversarial Training. - Nana Hou; Chenglin Xu; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2021)

Preventing Early Endpointing for Online Automatic Speech Recognition. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (ICASSP, 2021)

Overlapped Speech Detection Based on Spectral and Spatial Feature Fusion. - Weiguang Chen; Van Tung Pham; Eng Siong Chng; Xionghu Zhong (Interspeech, 2021)

E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition. - Jicheng Zhang; Yizhou Peng; Van Tung Pham; Haihua Xu 001; Hao Huang 009; Eng Siong Chng (Interspeech, 2021)

Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems. - Tingzhi Mao; Yerbolat Khassanov; Van Tung Pham; Haihua Xu 001; Hao Huang 009; Eng Siong Chng (ISCSLP, 2021)

Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning. - Zhiping Zeng; Van Tung Pham; Haihua Xu 001; Yerbolat Khassanov; Eng Siong Chng; Chongjia Ni; Bin Ma 001 (ISCSLP, 2021)

End-to-End Speaker Height and age estimation using Attention Mechanism with LSTM-RNN. - Manav Kaushik; Van Tung Pham; Eng Siong Chng (CoRR, 2021)

Learning Speaker Representation with Semi-supervised Learning approach for Speaker Profiling. - Shangeth Rajaa; Van Tung Pham; Chng Eng Siong (CoRR, 2021)

Continual Learning for On-Ddevice Environmental Sound Classification. - Yang Xiao; Xubo Liu 001; James A. King; Arshdeep Singh; Eng Siong Chng; Mark D. Plumbley; Wenwu Wang 001 (DCASE, 2022)

Self-Critical Sequence Training for Automatic Speech Recognition. - Chen Chen 075; Yuchen Hu; Nana Hou; Xiaofeng Qi; Heqing Zou; Eng Siong Chng (ICASSP, 2022)

Noise-Robust Speech Recognition With 10 Minutes Unparalleled In-Domain Data. - Chen Chen 075; Nana Hou; Yuchen Hu; Shashank Shirol; Eng Siong Chng (ICASSP, 2022)

L-SpEx: Localized Target Speaker Extraction. - Meng Ge; Chenglin Xu; Longbiao Wang; Eng Siong Chng; Jianwu Dang 001; Haizhou Li 001 (ICASSP, 2022)

Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition. - Yuchen Hu; Nana Hou; Chen Chen 075; Eng Siong Chng (ICASSP, 2022)

Automated Audio Captioning Using Transfer Learning and Reconstruction Latent Space Similarity Regularization. - Andrew Koh; Fuzhao Xue; Chng Eng Siong (ICASSP, 2022)

Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting. - Dianwen Ng; Yunqi Chen; Biao Tian; Qiang Fu 001; Eng Siong Chng (ICASSP, 2022)

Minimum Word Error Training For Non-Autoregressive Transformer-Based Code-Switching ASR. - Yizhou Peng; Jicheng Zhang; Haihua Xu 001; Hao Huang 009; Eng Siong Chng (ICASSP, 2022)

An Embarrassingly Simple Model for Dialogue Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Jinjie Ni; Eng Siong Chng (ICASSP, 2022)

Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information. - Heqing Zou; Yuke Si; Chen Chen 075; Deepu Rajan; Eng Siong Chng (ICASSP, 2022)

Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning. - Chen Chen 075; Nana Hou; Yuchen Hu; Heqing Zou; Xiaofeng Qi; Eng Siong Chng (INTERSPEECH, 2022)

DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition. - Zixun Guo; Chen Chen 075; Eng Siong Chng (INTERSPEECH, 2022)

Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model. - Tarun Gupta; Duc-Tuan Truong; Tran The Anh; Eng Siong Chng (INTERSPEECH, 2022)

Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting. - Yang Xiao; Nana Hou; Eng Siong Chng (INTERSPEECH, 2022)

The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and Results. - Ao Zhang; Fan Yu 002; Kaixun Huang; Lei Xie 001; Longbiao Wang; Eng Siong Chng; Hui Bu; Binbin Zhang; Wei Chen 071; Xin Xu (ISCSLP, 2022)

Interactive Audio-text Representation for Automated Audio Captioning with Contrastive Learning. - Chen Chen 075; Nana Hou; Yuchen Hu; Heqing Zou; Xiaofeng Qi; Eng Siong Chng (CoRR, 2022)

Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness. - Dianwen Ng; Jin Hui Pang; Yang Xiao; Biao Tian; Qiang Fu 001; Eng Siong Chng (CoRR, 2022)

Automated Audio Captioning with Epochal Difficult Captions for Curriculum Learning. - Andrew Koh; Soham Tiwari; Chng Eng Siong (CoRR, 2022)

Language-Based Audio Retrieval with Converging Tied Layers and Contrastive Loss. - Andrew Koh; Eng Siong Chng (CoRR, 2022)

Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition. - Yizhou Peng; Yufei Liu; Jicheng Zhang; Haihua Xu 001; Yi He; Hao Huang 009; Eng Siong Chng (CoRR, 2022)

Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder. - Jicheng Zhang; Yizhou Peng; Haihua Xu 001; Yi He; Eng Siong Chng; Hao Huang 009 (CoRR, 2022)

Continual Learning For On-Device Environmental Sound Classification. - Yang Xiao; Xubo Liu 001; James A. King; Arshdeep Singh; Eng Siong Chng; Mark D. Plumbley; Wenwu Wang 001 (CoRR, 2022)

I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization. - Dianwen Ng; Jia Qi Yip; Tanmay Surana; Zhao Yang; Chong Zhang 003; Yukun Ma; Chongjia Ni; Eng Siong Chng; Bin Ma 001 (CoRR, 2022)

Punctuation Restoration for Singaporean Spoken Languages: English, Malay, and Mandarin. - Abhinav Rao; Thi-Nga Ho; Eng Siong Chng (CoRR, 2022)

Efficient Self-Supervised Learning Representations for Spoken Language Identification. - Hexin Liu; Leibny Paola García-Perera; Andy W. H. Khong; Eng Siong Chng; Suzy J. Styles; Sanjeev Khudanpur (IEEE J. Sel. Top. Signal Process., 2022)

Learning affective representations based on magnitude and dynamic relative phase information for speech emotion recognition. - Lili Guo; Longbiao Wang; Jianwu Dang 001; Eng Siong Chng; Seiichi Nakagawa (Speech Commun., 2022)

Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning. - Chen Chen 075; Yuchen Hu; Qiang Zhang; Heqing Zou; Beier Zhu; Eng Siong Chng (AAAI, 2023)

An Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech. - Changsong Liu; Thi-Nga Ho; Eng Siong Chng (ACIIDS (2), 2023)

Adapting Code-Switching Language Models with Statistical-Based Text Augmentation. - Chaiyasait Prachaseree; Kshitij Gupta; Thi-Nga Ho; Yizhou Peng; Kyaw Zin Tun; Eng Siong Chng; G. S. S. Chalapthi (ACIIDS (2), 2023)

MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition. - Yuchen Hu; Chen Chen 075; Ruizhe Li 001; Heqing Zou; Eng Siong Chng (ACL (1), 2023)

Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. - Yuchen Hu; Ruizhe Li 001; Chen Chen 075; Chengwei Qin; Qiu-Shi Zhu; Eng Siong Chng (ACL (1), 2023)

UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. - Heqing Zou; Meng Shen 002; Chen Chen 075; Yuchen Hu; Deepu Rajan; Eng Siong Chng (ACL (Findings), 2023)

Adopting Neural Translation Model in Data Generation for Inverse Text Normalization. - Yufei Jiang; Thi-Nga Ho; Eng Siong Chng (APSIPA ASC, 2023)

Study of Generative Adversarial Networks for Noisy Speech Simulation from Clean Speech. - Leander Melroy Maben; Zixun Guo; Chen Chen 075; Utkarsh Chudiwal; Chng Eng Siong (APSIPA ASC, 2023)

Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures. - Jia Qi Yip; Dianwen Ng; Bin Ma 001; Chng Eng Siong (APSIPA ASC, 2023)

ASR Model Adaptation for Rare Words Using Synthetic Data Generated by Multiple Text-To-Speech Systems. - Kwok Chin Yuen; Haoyang Li; Chng Eng Siong (APSIPA ASC, 2023)

CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER. - Tanmay Surana; Thi-Nga Ho; Kyaw Zin Tun; Eng Siong Chng (EMNLP (Findings), 2023)

Singaporean Conversational English-Malay Code-Switching Speech: An Analysis Based on Code-switching Points and Part -of-Speech. - Kshitij Gupta; Chaiyasait Prachaseree; Thi-Nga Ho; Kyaw Zin Tun; Jia Xin Koh; Ying Ying Tan; Eng Siong Chng; Chalapathi GSS (IALP, 2023)

Metric-Oriented Speech Enhancement Using Diffusion Probabilistic Model. - Chen Chen 075; Yuchen Hu; Weiwei Weng; Eng Siong Chng (ICASSP, 2023)

Unsupervised Noise Adaptation Using Data Simulation. - Chen Chen 075; Yuchen Hu; Heqing Zou; Linhui Sun; Eng Siong Chng (ICASSP, 2023)

Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition. - Yuchen Hu; Chen Chen 075; Ruizhe Li 001; Qiushi Zhu; Eng Siong Chng (ICASSP, 2023)

Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation. - Yuchen Hu; Chen Chen 075; Heqing Zou; Xionghu Zhong; Eng Siong Chng (ICASSP, 2023)

De'hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition. - Dianwen Ng; Ruixi Zhang; Jia Qi Yip; Zhao Yang; Jinjie Ni; Chong Zhang 003; Yukun Ma; Chongjia Ni; Eng Siong Chng; Bin Ma 001 (ICASSP, 2023)

Contrastive Speech Mixup for Low-Resource Keyword Spotting. - Dianwen Ng; Ruixi Zhang; Jia Qi Yip; Chong Zhang 003; Yukun Ma; Trung Hieu Nguyen 001; Chongjia Ni; Eng Siong Chng; Bin Ma 001 (ICASSP, 2023)

Improving Spoken Language Identification with Map-Mix. - Shangeth Rajaa; Kriti Anandan; Swaraj Dalmia; Tarun Gupta; Eng Siong Chng (ICASSP, 2023)

Probabilistic Back-ends for Online Speaker Recognition and Clustering. - Alexey Sholokhov; Nikita Kuzmin; Kong Aik Lee; Eng Siong Chng (ICASSP, 2023)

Speech-Text Based Multi-Modal Training with Bidirectional Attention for Improved Speech Recognition. - Yuhang Yang; Haihua Xu 001; Hao Huang 009; Eng Siong Chng; Sheng Li 010 (ICASSP, 2023)

Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition. - Yuchen Hu; Ruizhe Li 001; Chen Chen 075; Heqing Zou; Qiushi Zhu; Eng Siong Chng (IJCAI, 2023)

Improved Keyword Recognition Based on Aho-Corasick Automaton. - Yachao Guo; Zhibin Qiu; Hao Huang 009; Chng Eng Siong (IJCNN, 2023)

Local and Global Context Modeling with Relation Matching Task for Dialog Act Recognition. - Yuke Si; Yan Zhang 004; Yuhang Li; Xiaobao Wang; Longbiao Wang; Jianwu Dang 001; Eng Siong Chng; Haizhou Li 001 (IJCNN, 2023)

A Neural State-Space Modeling Approach to Efficient Speech Separation. - Chen Chen 075; Chao-Han Huck Yang; Kai Li; Yuchen Hu; Pin-Jui Ku; Eng Siong Chng (INTERSPEECH, 2023)

Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition. - Yuchen Hu; Nana Hou; Chen Chen 075; Eng Siong Chng (INTERSPEECH, 2023)

Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory. - Rui Li; Zhiwei Xie 007; Haihua Xu 001; Yizhou Peng; Hexin Liu; Hao Huang 009; Eng Siong Chng (INTERSPEECH, 2023)

Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network. - Zhiheng Liao; Feifei Xiong; Juan Luo; Minjie Cai; Eng Siong Chng; Jinwei Feng; Xionghu Zhong (INTERSPEECH, 2023)

Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition. - Dianwen Ng; Chong Zhang 003; Ruixi Zhang; Yukun Ma; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Qian Chen 003; Wen Wang 001; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2023)

Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness. - Dianwen Ng; Yang Xiao; Jia Qi Yip; Zhao Yang; Biao Tian; Qiang Fu 001; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2023)

Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition. - Zhao Yang; Dianwen Ng; Chong Zhang 003; Xiao Fu; Rui Jiang; Wei Xi; Yukun Ma; Chongjia Ni; Eng Siong Chng; Bin Ma 001; Jizhong Zhao (INTERSPEECH, 2023)

A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions. - Zhao Yang; Dianwen Ng; Chong Zhang 003; Rui Jiang; Wei Xi; Yukun Ma; Chongjia Ni; Jizhong Zhao; Bin Ma 001; Eng Siong Chng (INTERSPEECH, 2023)

Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement. - Zhao Yang; Dianwen Ng; Xizhe Li; Chong Zhang 003; Rui Jiang; Wei Xi; Yukun Ma; Chongjia Ni; Jizhong Zhao; Bin Ma 001; Eng Siong Chng (INTERSPEECH, 2023)

ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. - Jia Qi Yip; Duc-Tuan Truong; Dianwen Ng; Chong Zhang 003; Yukun Ma; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2023)

HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models. - Chen Chen 075; Yuchen Hu; Chao-Han Huck Yang; Sabato Marco Siniscalchi; Pin-Yu Chen; Chng Eng Siong (NeurIPS, 2023)

Leveraging Audio-Tagging Assisted Sound Event Detection using Weakified Strong Labels and Frequency Dynamic Convolutions. - Tanmay Khandelwal; Rohan Kumar Das; Andrew Koh; Eng Siong Chng (SSP, 2023)

deHuBERT: Disentangling Noise in a Self-supervised Model for Robust Speech Recognition. - Dianwen Ng; Ruixi Zhang; Jia Qi Yip; Zhao Yang; Jinjie Ni; Chong Zhang 003; Yukun Ma; Chongjia Ni; Eng Siong Chng; Bin Ma 001 (CoRR, 2023)

Noise-aware Speech Separation with Contrastive Learning. - Zizheng Zhang; Chen Chen 075; Xiang Liu; Yuchen Hu; Eng Siong Chng (CoRR, 2023)

ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. - Jia Qi Yip; Tuan Truong; Dianwen Ng; Chong Zhang 003; Yukun Ma; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Eng Siong Chng; Bin Ma 001 (CoRR, 2023)

Study of GANs for Noisy Speech Simulation from Clean Speech. - Leander Melroy Maben; Zixun Guo; Chen Chen 075; Utkarsh Chudiwal; Chng Eng Siong (CoRR, 2023)

A Neural State-Space Model Approach to Efficient Speech Separation. - Chen Chen 075; Chao-Han Huck Yang; Kai Li; Yuchen Hu; Pin-Jui Ku; Eng Siong Chng (CoRR, 2023)

Codec Data Augmentation for Time-domain Heart Sound Classification. - Ansh Mishra; Jia Qi Yip; Eng Siong Chng (CoRR, 2023)

Generative error correction for code-switching speech recognition using large language models. - Chen Chen 075; Yuchen Hu; Chao-Han Huck Yang; Hexin Liu; Sabato Marco Siniscalchi; Eng Siong Chng (CoRR, 2023)

Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models. - Yuchen Hu; Chen Chen 075; Chengwei Qin; Qiushi Zhu; Engsiong Chng; Ruizhe Li 001 (ACL (Findings), 2024)

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators. - Yuchen Hu; Chen Chen 075; Chao-Han Huck Yang; Ruizhe Li 001; Dong Zhang; Zhehuai Chen; Engsiong Chng (ACL (1), 2024)

Optimizing Multi-Speaker Speech Recognition with Online Decoding and Data Augmentation. - Yizhou Peng; Eng Siong Chng (APSIPA, 2024)

Adapting OpenAI's Whisper for Speech Recognition on Code-Switch Mandarin-English SEAME and ASRU2019 Datasets. - Yuhang Yang; Yizhou Peng; Hao Huang 009; Eng Siong Chng; Xionghu Zhong (APSIPA, 2024)

Speech Separation using Neural Audio Codecs with Embedding Loss. - Jia Qi Yip; Kwok Chin Yuen; Bin Ma 001; Engsiong Chng (APSIPA, 2024)

Low-resource Language Adaptation with Ensemble of PEFT Approaches. - Kwok Chin Yuen; Sheng Li 010; Jia Qi Yip; Engsiong Chng (APSIPA, 2024)

Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model. - Xiangyu Zhang; Daijiao Liu; Hexin Liu; Qiquan Zhang; Hanyu Meng; Leibny Paola García-Perera; Engsiong Chng; Lina Yao (EMNLP, 2024)

Speech de-identification data augmentation leveraging large language model. - Priyanshu Dhingra; Satyam Agrawal; Chandra Sekar Veerappan; Thi-Nga Ho; Eng Siong Chng; Rong Tong (IALP, 2024)

Low Resource Language Adaptation using Two-stage Regularization for Multilingual ASR. - Kwok Chin Yuen; Jia Qi Yip; Eng Siong Chng (IALP, 2024)

Enhancing Low-Latency Speaker Diarization with Spatial Dictionary Learning. - Weiguang Chen; Tran The Anh; Xionghu Zhong; Eng Siong Chng (ICASSP, 2024)

Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics. - Fabian Ritter Gutierrez; Kuan-Po Huang; Dianwen Ng; Jeremy H. M. Wong; Hung-Yi Lee; Eng Siong Chng; Nancy F. Chen (ICASSP Workshops, 2024)

Are Soft Prompts Good Zero-Shot Learners for Speech Recognition? - Dianwen Ng; Chong Zhang 003; Ruixi Zhang; Yukun Ma; Fabian Ritter Gutierrez; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Eng Siong Chng; Bin Ma 001 (ICASSP, 2024)

Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Automatic Speaker Verification. - Duc-Tuan Truong; Ruijie Tao; Jia Qi Yip; Kong Aik Lee; Eng Siong Chng (ICASSP, 2024)

ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge. - He Wang 022; Pengcheng Guo; Yue Li; Ao Zhang; Jiayao Sun; Lei Xie 001; Wei Chen 071; Pan Zhou; Hui Bu; Xin Xu; Binbin Zhang; Zhuo Chen 006; et al. (ICASSP Workshops, 2024)

SPGM: Prioritizing Local Features for Enhanced Speech Separation Performance. - Jia Qi Yip; Shengkui Zhao; Yukun Ma; Chongjia Ni; Chong Zhang 003; Hao Wang 199; Trung Hieu Nguyen 001; Kun Zhou 003; Dianwen Ng; Eng Siong Chng; Bin Ma 001 (ICASSP, 2024)

Noise-Aware Speech Separation with Contrastive Learning. - Zizheng Zhang; Chen Chen 075; Hsin-Hung Chen; Xiang Liu; Yuchen Hu; Eng Siong Chng (ICASSP, 2024)

Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection. - Heqing Zou; Meng Shen 002; Yuchen Hu; Chen Chen 075; Eng Siong Chng; Deepu Rajan (ICASSP, 2024)

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition. - Chen Chen 075; Ruizhe Li 001; Yuchen Hu; Sabato Marco Siniscalchi; Pin-Yu Chen; Engsiong Chng; Chao-Han Huck Yang (ICLR, 2024)

Large Language Models are Efficient Learners of Noise-Robust Speech Recognition. - Yuchen Hu; Chen Chen 075; Chao-Han Huck Yang; Ruizhe Li 001; Chao Zhang 031; Pin-Yu Chen; Engsiong Chng (ICLR, 2024)

Dataset-Distillation Generative Model for Speech Emotion Recognition. - Fabian Ritter Gutierrez; Kuan-Po Huang; Jeremy H. M. Wong; Dianwen Ng; Hung-yi Lee; Nancy F. Chen; Eng Siong Chng (INTERSPEECH, 2024)

Noise-aware Speech Enhancement using Diffusion Probabilistic Model. - Yuchen Hu; Chen Chen 075; Ruizhe Li 001; Qiushi Zhu; Eng Siong Chng (INTERSPEECH, 2024)

Investigating ASR Error Correction with Large Language Model and Multilingual 1-best Hypotheses. - Sheng Li 010; Chen Chen 075; Kwok Chin Yuen; Chenhui Chu; Eng Siong Chng; Hisashi Kawai (INTERSPEECH, 2024)

Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection. - Duc-Tuan Truong; Ruijie Tao; Tuan Nguyen; Hieu-Thi Luong; Kong Aik Lee; Eng Siong Chng (INTERSPEECH, 2024)

Towards Audio Codec-based Speech Separation. - Jia Qi Yip; Shengkui Zhao; Dianwen Ng; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2024)

Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems. - Kwok Chin Yuen; Jia Qi Yip; Eng Siong Chng (INTERSPEECH, 2024)

Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs. - Yuhang Yang; Yizhou Peng; Eng Siong Chng; Xionghu Zhong (ISCSLP, 2024)

Multi-Stage Face-Voice Association Learning with Keynote Speaker Diarization. - Ruijie Tao; Zhan Shi; Yidi Jiang; Duc-Tuan Truong; Eng Siong Chng; Massimo Alioto; Haizhou Li 001 (ACM Multimedia, 2024)

Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models. - Yuchen Hu; Chen Chen 075; Chao-Han Yang; Chengwei Qin; Pin-Yu Chen; Engsiong Chng; Chao Zhang 031 (NeurIPS, 2024)

Room Impulse Responses Help Attackers to Evade Deep Fake Detection. - Hieu-Thi Luong; Duc-Tuan Truong; Kong Aik Lee; Eng Siong Chng (SLT, 2024)

Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition. - Chao-Han Huck Yang; Taejin Park; Yuan Gong 001; Yuanchao Li; Zhehuai Chen; Yen-Ting Lin; Chen Chen 075; Yuchen Hu; Kunal Dhawan; Piotr Zelasko; Chao Zhang 031; Yun-Nung Chen; et al. (SLT, 2024)

Continual Learning With Embedding Layer Surgery and Task-Wise Beam Search Using Whisper. - Kwok Chin Yuen; Jia Qi Yip; Eng Siong Chng (SLT, 2024)

Improved Alignment for Score Combination of RNN-T and CTC Decoder for Online Decoding. - Kwok Chin Yuen; Jia Qi Yip; Eng Siong Chng (TSD (2), 2024)

Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models. - Yuchen Hu; Chen Chen 075; Chao-Han Huck Yang; Chengwei Qin; Pin-Yu Chen; Eng Siong Chng; Chao Zhang 031 (CoRR, 2024)

Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback. - Chen Chen 075; Yuchen Hu; Wen Wu 007; Helin Wang; Eng Siong Chng; Chao Zhang 031 (CoRR, 2024)

Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization. - Yuchen Hu; Chen Chen 075; Siyin Wang; Eng Siong Chng; Chao Zhang 031 (CoRR, 2024)

Text-based Talking Video Editing with Cascaded Conditional Diffusion. - Bo Han; Heqing Zou; Haoyang Li; Guangcong Wang; Chng Eng Siong (CoRR, 2024)

DiaSynth - Synthetic Dialogue Generation Framework. - Sathya Krishnan Suresh; Mengjun Wu; Tushar Pranav; Eng Siong Chng (CoRR, 2024)

NTU-NPU System for Voice Privacy 2024 Challenge. - Nikita Kuzmin; Hieu-Thi Luong; Jixun Yao; Lei Xie 001; Kong Aik Lee; Eng Siong Chng (CoRR, 2024)

Noro: A Noise-Robust One-shot Voice Conversion System with Hidden Speaker Representation Capabilities. - Haorui He; Yuchen Song; Yuancheng Wang; Haoyang Li; Xueyao Zhang; Li Wang; Gongping Huang; Eng Siong Chng; Zhizheng Wu 001 (CoRR, 2024)

An Investigation on the Potential of KAN in Speech Enhancement. - Haoyang Li; Yuchen Hu; Chen Chen 075; Eng Siong Chng (CoRR, 2024)

Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR. - Yuchen Hu; Chen Chen 075; Qiushi Zhu; Eng Siong Chng (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Dual-Branch Modeling Based on State-Space Model for Speech Enhancement. - Linhui Sun; Shuo Yuan; Aifei Gong; Lei Ye; Eng Siong Chng (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Speech Enhancement Using Continuous Embeddings of Neural Audio Codec. - Haoyang Li; Jia Qi Yip; Tianyu Fan; Eng Siong Chng (ICASSP, 2025)

LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation. - Hieu-Thi Luong; Haoyang Li; Lin Zhang; Kong Aik Lee; Eng Siong Chng (ICASSP, 2025)

Extending Whisper for Emotion Prediction Using Word-level Pseudo Labels. - Kwok Chin Yuen; Sheng Li 010; Jia Qi Yip; Chenhui Chu; Tatsuya Kawahara; Eng Siong Chng (ICASSP, 2025)

Audio Large Language Models Can Be Descriptive Speech Quality Evaluators. - Chen Chen 075; Yuchen Hu; Siyin Wang; Helin Wang; Zhehuai Chen; Chao Zhang 031; Chao-Han Huck Yang; Eng Siong Chng (ICLR, 2025)

GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling. - Jixun Yao; Hexin Liu; Chen Chen 075; Yuchen Hu; Eng Siong Chng; Lei Xie 001 (ICLR, 2025)

DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications. - Sathya Krishnan Suresh; Mengjun Wu; Tushar Pranav; Engsiong Chng (NAACL (Findings), 2025)

Noise-aware network with shared channel-attention encoder and joint constraint for noisy speech separation. - Linhui Sun; Xiaolong Zhou; Aifei Gong; Lei Ye; Pingan Li; Eng Siong Chng (Digit. Signal Process., 2025)

UniArray: Unified Spectral-Spatial Modeling for Array-Geometry-Agnostic Speech Separation. - Weiguang Chen; Junjie Zhang; Jielong Yang; Eng Siong Chng; Xionghu Zhong (IEEE Signal Process. Lett., 2025)

Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model. - Ziyang Ma 001; Zhuo Chen 006; Yuping Wang 005; Eng Siong Chng; Xie Chen 001 (CoRR, 2025)

Large Language Models Meet Contrastive Learning: Zero-Shot Emotion Recognition Across Languages. - Heqing Zou; Fengmao Lv; Desheng Zheng; Eng Siong Chng; Deepu Rajan (CoRR, 2025)

Leveraging Large Language Models for Speech De-Identification. - Priyanshu Dhingra; Satyam Agrawal; Chandra Sekar Veerappan; Eng Siong Chng; Rong Tong (Int. J. Asian Lang. Process., 2025)

Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding. - Dianwen Ng; Kun Zhou 003; Yi-Wen Chao; Zhiwei Xiong; Bin Ma 001; Eng Siong Chng (CoRR, 2025)

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix. - Ziyang Ma 001; Yinghao Ma; Yanqiao Zhu 003; Chen Yang; Yi-Wen Chao; Ruiyang Xu; Wenxi Chen; Yuanzhe Chen; Zhuo Chen 006; Jian Cong; Kai Li; Keliang Li; et al. (CoRR, 2025)

Distilling a speech and music encoder with task arithmetic. - Fabian Ritter Gutierrez; Yi-Cheng Lin; Jui-Chiang Wei; Jeremy H. M. Wong; Eng Siong Chng; Nancy F. Chen; Hung-yi Lee (CoRR, 2025)

CS-Sum: A Benchmark for Code-Switching Dialogue Summarization and the Limits of Large Language Models. - Sathya Krishnan Suresh; Tanmay Surana; Lim Zhi Hao; Eng Siong Chng (CoRR, 2025)

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation. - Jixun Yao; Hexin Liu; Eng Siong Chng; Lei Xie 001 (CoRR, 2025)

Impact of Frame Rates on Speech Tokenizer: A Case Study on Mandarin and English. - Haoyang Zhang; Hexin Liu; Xiangyu Zhang; Qiquan Zhang; Yuchen Hu; Junqi Zhao; Fei Tian; Xuerui Yang; Eng Siong Chng (CoRR, 2025)

Speechless: Speech Instruction Training Without Speech for Low Resource Languages. - Alan Dao; Dinh Bach Vu; Huy Hoang Ha; Tuan Le Duc Anh; Shreyas Gopal; Yue Heng Yeo; Warren Keng Hoong Low; Eng Siong Chng; Jia Qi Yip (CoRR, 2025)

A correlation-permutation approach for speech-music encoders model merging. - Fabian Ritter Gutierrez; Yi-Cheng Lin; Jeremy H. M. Wong; Hung-yi Lee; Eng Siong Chng; Nancy F. Chen (CoRR, 2025)

NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025. - Yizhou Peng; Bin Wang; Yi-Wen Chao; Ziyang Ma 001; Haoyang Zhang; Hexin Liu; Xie Chen 001; Eng Siong Chng (CoRR, 2025)

Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR. - Yizhou Peng; Hexin Liu; Eng Siong Chng (CoRR, 2025)

Robust Localization of Partially Fake Speech: Metrics, Models, and Out-of-Domain Evaluation. - Hieu-Thi Luong; Inbal Rimon; Haim H. Permuter; Kong Aik Lee; Eng Siong Chng (CoRR, 2025)

Aligning Generative Speech Enhancement with Human Preferences via Direct Preference Optimization. - Haoyang Li; Nana Hou; Yuchen Hu; Jixun Yao; Sabato Marco Siniscalchi; Eng Siong Chng (CoRR, 2025)

FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems. - Yizhou Peng; Yi-Wen Chao; Dianwen Ng; Yukun Ma; Chongjia Ni; Bin Ma 001; Eng Siong Chng (CoRR, 2025)