Helen M. Meng

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 57

Top Venues

INTERSPEECH

ICASSP

CoRR

BigData Congress

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Xiaoquan Ke, Man-Wai Mak, Helen M. Meng
Automatic selection of spoken language biomarkers for dementia detection. Neural Networks 169 (2024)
Xiaoquan Ke, Man-Wai Mak, Helen M. Meng
Jointly Modelling Transcriptions and Phonemes with Optimal Features to Detect Dementia from Spontaneous Cantonese. APSIPA ASC (2023)
Jiaxu Zhu, Weinan Tong, Yaoxun Xu, Changhe Song, Zhiyong Wu, Zhao You, Dan Su, Dong Yu, Helen M. Meng
Text-Only Domain Adaptation for End-to-End Speech Recognition through Down-Sampling Acoustic Representation. CoRR (2023)
Xiaoquan Ke, Man-Wai Mak, Helen M. Meng
Feature Selection and Text Embedding for Detecting Dementia from Spontaneous Cantonese. ICASSP (2023)
Qichao Wang, Tian Bian, Yian Yin, Tingyang Xu, Hong Cheng, Helen M. Meng, Zibin Zheng, Liang Chen, Bingzhe Wu
Language Agents for Detecting Implicit Stereotypes in Text-to-image Models at Scale. CoRR (2023)
Haiwei Xue, Sicheng Yang, Zhensong Zhang, Zhiyong Wu, Minglei Li, Zonghong Dai, Helen M. Meng
Conversational Co-Speech Gesture Generation via Modeling Dialog Intention, Emotion, and Context with Diffusion Models. CoRR (2023)
Jiaxu Zhu, Changhe Song, Zhiyong Wu, Helen M. Meng
SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge. CoRR (2023)
Xiaoquan Ke, Man-Wai Mak, Helen M. Meng
Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People. INTERSPEECH (2022)
Xingchen Song, Zhiyong Wu, Yiheng Huang, Chao Weng, Dan Su, Helen M. Meng
Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input. ICASSP (2021)
Changhe Song, Jingbei Li, Yixuan Zhou, Zhiyong Wu, Helen M. Meng
Syntactic Representation Learning For Neural Network Based TTS with Syntactic Parse Tree Traversal. ICASSP (2021)
Hongyuan Lu, Wai Lam, Hong Cheng, Helen M. Meng
Partner Personas Generation for Diverse Dialogue Generation. CoRR (2021)
Xiang Li, Changhe Song, Jingbei Li, Zhiyong Wu, Jia Jia, Helen M. Meng
Towards Multi-Scale Style Control for Expressive Speech Synthesis. CoRR (2021)
Xiaoquan Ke, Man-Wai Mak, Jinchao Li, Helen M. Meng
Dual Dropout Ranking of Linguistic Features for Alzheimer's Disease Recognition. APSIPA ASC (2021)
Changhe Song, Jingbei Li, Yixuan Zhou, Zhiyong Wu, Helen M. Meng
Syntactic representation learning for neural network based TTS with syntactic parse tree traversal. CoRR (2020)
Kun Zhang, Zhiyong Wu, Jia Jia, Helen M. Meng, Binheng Song
Query-by-Example Spoken Term Detection using Attentive Pooling Networks. APSIPA (2019)
Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen M. Meng
Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems. AAAI (2017)
Kun Li, Xiaojun Qian, Helen M. Meng
Mispronunciation Detection and Diagnosis in L2 English Speech Using Multidistribution Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25 (1) (2017)
Pengfei Liu, King Keung Wu, Helen M. Meng
A model of extended paragraph vector for document categorization and trend analysis. IJCNN (2017)
Yishuang Ning, Zhiyong Wu, Runnan Li, Jia Jia, Mingxing Xu, Helen M. Meng, Lianhong Cai
Learning cross-lingual knowledge with multilingual BLSTM for emphasis detection with limited training data. ICASSP (2017)
Kelvin Kam-fai Tsoi, Felix C. H. Chan, Hoyee W. Hirai, Gary K. S. Leung, Yong-Hong Kuo, Samson Tai, Helen M. Meng
Data Visualization on Global Trends on Cancer Incidence An Application of IBM Watson Analytics. HICSS (2017)
Runnan Li, Zhiyong Wu, Xunying Liu, Helen M. Meng, Lianhong Cai
Multi-task learning of structured output layer bidirectional LSTMS for speech synthesis. ICASSP (2017)
King Keung Wu, Yeung Yam, Helen M. Meng, Mehran Mesbahi
Parallel probabilistic swarm guidance by exploiting Kronecker product structures in discrete-time Markov chains. ACC (2017)
Kun Li, Xixin Wu, Helen M. Meng
Intonation classification for L2 English speech using multi-distribution deep neural networks. Comput. Speech Lang. 43 (2017)
Xu Li, Zhiyong Wu, Helen M. Meng, Jia Jia, Xiaoyan Lou, Lianhong Cai
Expressive Speech Driven Talking Avatar Synthesis with DBLSTM Using Limited Amount of Emotional Bimodal Data. INTERSPEECH (2016)
Yaodong Tang, Zhiyong Wu, Helen M. Meng, Mingxing Xu, Lianhong Cai
Analysis on Gated Recurrent Unit Based Question Detection Approach. INTERSPEECH (2016)
Pengfei Liu, Shoaib Jameel, King Keung Wu, Helen M. Meng
Learning Track Representation and Trends for Conference Analytics. HICSS (2016)
King Keung Wu, Pengfei Liu, Helen M. Meng, Yeung Yam
An embedding approach for context-aware collaborative recommendation and visualization. SMC (2016)
Runnan Li, Zhiyong Wu, Helen M. Meng, Lianhong Cai
DBLSTM-based multi-task learning for pitch transformation in voice conversion. ISCSLP (2016)
Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen M. Meng, Lianhong Cai
Study on Feature Subspace of Archetypal Emotions for Speech Emotion Recognition. CoRR (2016)
Ka-Ho Wong, Wing Sum Yeung, Yu Ting Yeung, Helen M. Meng
Exploring articulatory characteristics of Cantonese dysarthric speech using distinctive features. ICASSP (2016)
Vincent T. F. Chow, Ka Wing Sung, Helen M. Meng, Ka Ho Wong, Gary K. S. Leung, Yong-Hong Kuo, Kelvin Kam-fai Tsoi
Utilizing Real-Time Travel Information, Mobile Applications and Wearable Devices for Smart Public Transportation. CCBD (2016)
Lifa Sun, Kun Li, Hao Wang, Shiyin Kang, Helen M. Meng
Phonetic posteriorgrams for many-to-one voice conversion without parallel data training. ICME (2016)
Linchuan Li, Zhiyong Wu, Mingxing Xu, Helen M. Meng, Lianhong Cai
Combining CNN and BLSTM to Extract Textual and Acoustic Features for Recognizing Stances in Mandarin Ideological Debate Competition. INTERSPEECH (2016)
Xiaojun Qian, Helen M. Meng, Frank K. Soong
A Two-Pass Framework of Mispronunciation Detection and Diagnosis for Computer-Aided Pronunciation Training. IEEE ACM Trans. Audio Speech Lang. Process. 24 (6) (2016)
Lifa Sun, Hao Wang, Shiyin Kang, Kun Li, Helen M. Meng
Personalized, Cross-Lingual TTS Using Phonetic Posteriorgrams. INTERSPEECH (2016)
King Keung Wu, Yeung Yam, Helen M. Meng, Mehran Mesbahi
Kronecker product approximation with multiple factor matrices via the tensor product algorithm. SMC (2016)
Xu Li, Zhiyong Wu, Helen M. Meng, Jia Jia, Xiaoyan Lou, Lianhong Cai
Phoneme Embedding and its Application to Speech Driven Talking Avatar Synthesis. INTERSPEECH (2016)
Linchuan Li, Zhiyong Wu, Mingxing Xu, Helen M. Meng, Lianhong Cai
Recognizing stances in Mandarin social ideological debates with text and acoustic features. ICME Workshops (2016)
Xiaojun Qian, Helen M. Meng, Frank K. Soong
A two-pass framework of mispronunciation detection & diagnosis for computer-aided pronunciation training. APSIPA (2015)
Kin Fai Ho, Hoyee W. Hirai, Yong-Hong Kuo, Helen M. Meng, Kelvin Kam-fai Tsoi
Indoor Air Monitoring Platform and Personal Health Reporting System: Big Data Analytics for Public Health Research. BigData Congress (2015)
Haizhou Li, Marcello Federico, Xiaodong He, Helen M. Meng, Isabel Trancoso
Introduction to the Special Section on Continuous Space and Related Methods in Natural Language Processing. IEEE ACM Trans. Audio Speech Lang. Process. 23 (3) (2015)
Benjamin Yip, Hoyee W. Hirai, Yong-Hong Kuo, Helen M. Meng, Samuel Y. S. Wong, Kelvin Kam-fai Tsoi
Blood Pressure Management with Data Capturing in the Cloud among Hypertensive Patients: A Monitoring Platform for Hypertensive Patients. BigData Congress (2015)
Peng Liu, Quanjie Yu, Zhiyong Wu, Shiyin Kang, Helen M. Meng, Lianhong Cai
A deep recurrent approach for acoustic-to-articulatory inversion. ICASSP (2015)
Ka-Ho Wong, Wai-Kim Leung, Helen M. Meng
E-commu-book: an assistive technology for users with speech impairments. INTERSPEECH (2015)
Yishuang Ning, Zhiyong Wu, Xiaoyan Lou, Helen M. Meng, Jia Jia, Lianhong Cai
Using tilt for automatic emphasis detection with Bayesian networks. INTERSPEECH (2015)
Yong-Hong Kuo, Janny M. Y. Leung, Kelvin Kam-fai Tsoi, Helen M. Meng, Colin A. Graham
Embracing Big Data for Simulation Modelling of Emergency Department Processes and Activities. BigData Congress (2015)
Yishuang Ning, Zhiyong Wu, Jia Jia, Fanbo Meng, Helen M. Meng, Lianhong Cai
HMM-based emphatic speech synthesis for corrective feedback in computer-aided pronunciation training. ICASSP (2015)
Lifa Sun, Shiyin Kang, Kun Li, Helen M. Meng
Voice conversion using deep Bidirectional Long Short-Term Memory based Recurrent Neural Networks. ICASSP (2015)
Zhen-Hua Ling, Shiyin Kang, Heiga Zen, Andrew W. Senior, Mike Schuster, Xiaojun Qian, Helen M. Meng, Li Deng
Deep Learning for Acoustic Modeling in Parametric Speech Generation: A systematic review of existing techniques and future trends. IEEE Signal Process. Mag. 32 (3) (2015)
Pengfei Liu, Shoaib Jameel, Wai Lam, Bin Ma, Helen M. Meng
Topic modeling for conference analytics. INTERSPEECH (2015)
Kelvin Kam-fai Tsoi, Yong-Hong Kuo, Helen M. Meng
A Data Capturing Platform in the Cloud for Behavioral Analysis among Smokers: An Application Platform for Public Health Research. BigData Congress (2015)
Lei Xie, Jia Jia, Helen M. Meng, Zhigang Deng, Lijuan Wang
Expressive talking avatar synthesis and animation. Multim. Tools Appl. 74 (22) (2015)
Xixin Wu, Zhiyong Wu, Yishuang Ning, Jia Jia, Lianhong Cai, Helen M. Meng
Understanding speaking styles of internet speech data with LSTM and low-resource training. ACII (2015)
Ka-Ho Wong, Yu Ting Yeung, Edwin H. Y. Chan, Patrick C. M. Wong, Gina-Anne Levow, Helen M. Meng
Development of a Cantonese dysarthric speech corpus. INTERSPEECH (2015)
Yu Ting Yeung, Ka-Ho Wong, Helen M. Meng
Improving automatic forced alignment for dysarthric speech transcription. INTERSPEECH (2015)
Pengfei Liu, Shafiq R. Joty, Helen M. Meng
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings. EMNLP (2015)
Yong-Hong Kuo, Janny M. Y. Leung, Helen M. Meng, Kelvin Kam-fai Tsoi
A Real-Time Decision Support Tool for Disaster Response: A Mathematical Programming Approach. BigData Congress (2015)
Jia Jia, Zhiyong Wu, Shen Zhang, Helen M. Meng, Lianhong Cai
Head and facial gestures synthesis using PAD model for an expressive talking avatar. Multim. Tools Appl. 73 (1) (2014)
Fanbo Meng, Zhiyong Wu, Jia Jia, Helen M. Meng, Lianhong Cai
Synthesizing English emphatic speech for multimodal corrective feedback in computer-aided pronunciation training. Multim. Tools Appl. 73 (1) (2014)
Jinghua Zhong, Weiwu Jiang, Wei Rao, Man-Wai Mak, Helen M. Meng
PLDA modeling in the fishervoice subspace for speaker verification. INTERSPEECH (2014)
Xiao Zang, Zhiyong Wu, Helen M. Meng, Jia Jia, Lianhong Cai
Using conditional random fields to predict focus word pair in spontaneous spoken English. INTERSPEECH (2014)
Shiyin Kang, Helen M. Meng
Statistical parametric speech synthesis using weighted multi-distribution deep belief network. INTERSPEECH (2014)
Jia Jia, Wai-Kim Leung, Yu-Hao Wu, Xiu-Long Zhang, Hao Wang, Lianhong Cai, Helen M. Meng
Grading the Severity of Mispronunciations in CAPT Based on Statistical Analysis and Computational Speech Perception. J. Comput. Sci. Technol. 29 (5) (2014)
Xixin Wu, Zhiyong Wu, Jia Jia, Helen M. Meng, Lianhong Cai, Weifeng Li
Automatic speech data clustering with human perception based weighted distance. ISCSLP (2014)
Pengfei Liu, Helen M. Meng
SeemGo: Conditional Random Fields Labeling and Maximum Entropy Classification for Aspect Based Sentiment Analysis. SemEval@COLING (2014)
Kun Li, Helen M. Meng
Mispronunciation detection and diagnosis in l2 english speech using multi-distribution Deep Neural Networks. ISCSLP (2014)
Xin Zheng, Zhiyong Wu, Helen M. Meng, Weifeng Li, Lianhong Cai
Feature Learning with Gaussian Restricted Boltzmann Machine for Robust Speech Recognition. CoRR (2013)
Junhong Zhao, Hua Yuan, Wai-Kim Leung, Helen M. Meng, Jia Liu, Shanhong Xia
Audiovisual synthesis of exaggerated speech for corrective feedback in computer-assisted pronunciation training. ICASSP (2013)
Hao Wang, Helen M. Meng, Xiaojun Qian
Predicting gradation of L2 English mispronunciations using ASR with extended recognition network. APSIPA (2013)
Na Li, Weiwu Jiang, Helen M. Meng, Zhifeng Li
Clustering similar acoustic classes in the Fishervoice framework. ICASSP (2013)
Xin Zheng, Zhiyong Wu, Binbin Shen, Helen M. Meng, Lianhong Cai
Investigation of tandem deep belief network approach for phoneme recognition. ICASSP (2013)
Kun Li, Helen M. Meng
Perceptually-motivated assessment of automatically detected lexical stress in L2 learners' speech. ISCSLP (2012)
Chunrong Li, Zhiyong Wu, Fanbo Meng, Helen M. Meng, Lianhong Cai
Detection and emphatic realization of contrastive word pairs for expressive text-to-speech synthesis. ISCSLP (2012)
Jia Jia, Xiaohui Wang, Zhiyong Wu, Lianhong Cai, Helen M. Meng
Modeling the correlation between modality semantics and facial expressions. APSIPA (2012)
Fanbo Meng, Zhiyong Wu, Helen M. Meng, Jia Jia, Lianhong Cai
Hierarchical English Emphatic Speech Synthesis Based on HMM with Limited Training Data. INTERSPEECH (2012)
Zhaojun Yang, Gina-Anne Levow, Helen M. Meng
Predicting User Satisfaction in Spoken Dialog System Evaluation With Collaborative Filtering. IEEE J. Sel. Top. Signal Process. 6 (8) (2012)
Jia Jia, Wai-Kim Leung, Ye Tian, Lianhong Cai, Helen M. Meng
Analysis on mispronunciations in CAPT based on computational speech perception. ISCSLP (2012)
Xiaojun Qian, Helen M. Meng, Frank K. Soong
The Use of DBN-HMMs for Mispronunciation Detection and Diagnosis in L2 English to Support Computer-Aided Pronunciation Training. INTERSPEECH (2012)
Helen M. Meng
Welcome message from the conference chair. ISCSLP (2012)
Pengfei Liu, Ka-Wa Yuen, Wai-Kim Leung, Helen M. Meng
mENUNCIATE: Development of a computer-aided pronunciation training system on a cross-platform framework for mobile, speech-enabled application development. ISCSLP (2012)
Lan Wang, Hui Chen, Sheng Li, Helen M. Meng
Phoneme-level articulatory animation in pronunciation training. Speech Commun. 54 (7) (2012)
Weiwu Jiang, Man-Wai Mak, Wei Rao, Helen M. Meng
The HKCUPU system for the NIST 2010 speaker recognition evaluation. ICASSP (2011)
Weiwu Jiang, Zhifeng Li, Helen M. Meng
An Analysis Framework Based on Random Subspace Sampling for Speaker Verification. INTERSPEECH (2011)
Xiaojun Qian, Helen M. Meng, Frank K. Soong
On Mispronunciation Lexicon Generation Using Joint-Sequence Multigrams in Computer-Aided Pronunciation Training (CAPT). INTERSPEECH (2011)
Ka-Ho Wong, Wai Kit Lo, Helen M. Meng
Allophonic variations in visual speech synthesis for corrective feedback in CAPT. ICASSP (2011)
Kun Li, Shuang Zhang, Mingxing Li, Wai Kit Lo, Helen M. Meng
Prominence Model for Prosodic Features in Automatic Lexical Stress and Pitch Accent Detection. INTERSPEECH (2011)
Yi Zhu, Zhaojun Yang, Helen M. Meng, Baichuan Li, Gina-Anne Levow, Irwin King
Using finite state machines for evaluating spoken dialog systems. SLT (2010)
Zhengyu Zhou, Helen M. Meng
Pseudo-Conventional N-Gram Representation of the Discriminative N-Gram Model for LVCSR. IEEE J. Sel. Top. Signal Process. 4 (6) (2010)
Zhaojun Yang, Baichuan Li, Yi Zhu, Irwin King, Gina-Anne Levow, Helen M. Meng
Collaborative filtering model for user satisfaction prediction in Spoken Dialog System evaluation. SLT (2010)
Xiaodong He, Li Deng, Roland Kuhn, Helen M. Meng, Samy Bengio
Introduction to the Issue on Statistical Learning Methods for Speech and Language Processing. IEEE J. Sel. Top. Signal Process. 4 (6) (2010)
Xiaojun Qian, Frank K. Soong, Helen M. Meng
Discriminative acoustic model for improving mispronunciation detection and diagnosis in computer-aided pronunciation training (CAPT). INTERSPEECH (2010)
Wai Kit Lo, Shuang Zhang, Helen M. Meng
Automatic derivation of phonological rules for mispronunciation detection in a computer-assisted pronunciation training system. INTERSPEECH (2010)
Ka-Ho Wong, Wai-Kim Leung, Wai-Kit Lo, Helen M. Meng
Development of an articulatory visual-speech synthesizer to support language learning. ISCSLP (2010)
Weiwu Jiang, Helen M. Meng, Zhifeng Li
An enhanced Fishervoice subspace framework for text-independent speaker verification. ISCSLP (2010)
Xiaojun Qian, Helen M. Meng, Frank K. Soong
Capturing L2 segmental mispronunciations with joint-sequence models in Computer-Aided Pronunciation Training (CAPT). ISCSLP (2010)
Zhiyong Wu, Lianhong Cai, Helen M. Meng
Modeling prosody patterns for Chinese expressive text-to-speech synthesis. ISCSLP (2010)
Zhifeng Li, Weiwu Jiang, Helen M. Meng
Fishervioce: A discriminant subspace framework for speaker recognition. ICASSP (2010)
Pui-Yu Hui, Wai Kit Lo, Helen M. Meng
Usage patterns and latent semantic analyses for task goal inference of multimodal user interactions. IUI (2010)
Kun Li, Shuang Zhang, Mingxing Li, Wai-Kit Lo, Helen M. Meng
Detection of intonation in L2 English speech of native Mandarin learners. ISCSLP (2010)
Zhaojun Yang, Baichuan Li, Yi Zhu, Irwin King, Gina-Anne Levow, Helen M. Meng
Collection of user judgments on spoken dialog system with crowdsourcing. SLT (2010)

Helen M. Meng.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Helen M. Meng