Man-Hung Siu

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 14

Top Topics

Alternating Direction Method Of Multipliers

Speech Recognition

Knowledge Transfer

Avoid Overfitting

Top Venues

Comput. Speech Lang.

Publications

Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
Personalization of CTC-Based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization. ICASSP (2024)
Iwen E. Kang, Christophe Van Gysel, Man-Hung Siu
Transformer-based Model for ASR N-Best Rescoring and Rewriting. CoRR (2024)
Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
Personalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization. CoRR (2023)
Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu
Acoustic Model Fusion for End-to-end Speech Recognition. CoRR (2023)
Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu
Acoustic Model Fusion For End-to-End Speech Recognition. ASRU (2023)
Zhuolin Jiang, Jan Silovský, Man-Hung Siu, William Hartmann, Herbert Gish, Sancar Adali
Learning from Noisy Labels with Noise Modeling Network. CoRR (2020)
Herbert Gish, Jan Silovský, Man-Ling Sung, Man-Hung Siu, William Hartmann, Zhuolin Jiang
Towards a New Understanding of the Training of Neural Networks with Mislabeled Training Data. ICASSP (2020)
Herbert Gish, Jan Silovský, Man-Ling Sung, Man-Hung Siu, William Hartmann, Zhuolin Jiang
Towards a New Understanding of the Training of Neural Networks with Mislabeled Training Data. CoRR (2019)
Francis Keith, William Hartmann, Man-Hung Siu, Jeff Z. Ma, Owen Kimball
Optimizing Multilingual Knowledge Transfer for Time-Delay Neural Networks with Low-Rank Factorization. ICASSP (2018)
William Hartmann, Roger Hsiao, Tim Ng, Jeff Z. Ma, Francis Keith, Man-Hung Siu
Improved Single System Conversational Telephone Speech Recognition with VGG Bottleneck Features. INTERSPEECH (2017)
Roger Hsiao, Tim Ng, Man-Hung Siu
Unsupervised adaptation for deep neural networks using Alternating Direction Method of Multipliers. ICASSP (2017)
Jeff Z. Ma, Francis Keith, Tim Ng, Man-Hung Siu, Owen Kimball
Improving Deliverable Speech-to-Text Systems with Multilingual Knowledge Transfer. INTERSPEECH (2017)
Kerri Barnes, Matthew Snover, Man-Hung Siu, Herbert Gish
Importance sampling of delta-AUC: A basis for active learning for improved keyword search. ICASSP (2016)
Roger Hsiao, Ralf Meermeier, Tim Ng, Zhongqiang Huang, Maxwell Jordan, Enoch Kan, Tanel Alumäe, Jan Silovský, William Hartmann, Francis Keith, Omer Lang, Man-Hung Siu, Owen Kimball
Sage: The New BBN Speech Processing Platform. INTERSPEECH (2016)
Jeff Z. Ma, Jan Silovský, Man-Hung Siu, Owen Kimball
Large-scale speaker search using PLDA on mismatched conditions. ICASSP (2015)
Man-Hung Siu, Herbert Gish, Arthur Chan, William Belfield, Steve Lowe
Unsupervised training of an HMM-based self-organizing unit recognizer with applications to topic classification and keyword discovery. Comput. Speech Lang. 28 (1) (2014)
Man-Hung Siu, Omer Lang, Herbert Gish, Stephen A. Lowe, Arthur Chan, Owen Kimball
MLLR transforms of self-organized units as features in speaker recognition. ICASSP (2012)
Ivan Bulyko, Owen Kimball, Man-Hung Siu, Jose Herrero, Dan Blum
Detection of unseen words in conversational Mandarin. ICASSP (2012)
Man-Hung Siu, Herbert Gish, Steve Lowe, Arthur Chan
Unsupervised Audio Patterns Discovery Using HMM-Based Self-Organized Units. INTERSPEECH (2011)
Timothy J. Hazen, Man-Hung Siu, Herbert Gish, Steve Lowe, Arthur Chan
Topic modeling for spoken documents using only phonetic information. ASRU (2011)
Man-Hung Siu, Ted Vessenes, Ivan Bulyko, Owen Kimball
Improved named entity extraction from conversational speech with language model adaptation. SLT (2010)
Man-Hung Siu, Herbert Gish, Arthur Chan, William Belfield
Improved topic classification and keyword discovery using an HMM-based speech recognizer trained without supervision. INTERSPEECH (2010)
Henry Chi-Ming Leung, Man-Hung Siu, Siu-Ming Yiu, Francis Yuk-Lun Chin, Ken Wing-Kin Sung
Clustering-Based Approach for Predicting Motif Pairs from protein Interaction Data. J. Bioinform. Comput. Biol. 7 (4) (2009)
Man-Hung Siu, Xi Yang, Herbert Gish
Discriminatively Trained GMMs for Language Classification Using Boosting Methods. IEEE Trans. Speech Audio Process. 17 (1) (2009)
Herbert Gish, Man-Hung Siu, Arthur Chan, William Belfield
Unsupervised training of an HMM-based speech recognizer for topic classification. INTERSPEECH (2009)
Jeff Siu-Kei Au-Yeung, Man-Hung Siu
Evaluation of the robustness of the polynomial segment models to noisy environments with unsupervised adaptation. Speech Commun. 50 (10) (2008)
Francis Y. L. Chin, Henry C. M. Leung, Man-Hung Siu, Siu-Ming Yiu
Optimal Algorithm for Finding DNA Motifs with Nucleotide Adjacent Dependency. APBC (2008)
Ivan Bulyko, Mari Ostendorf, Man-Hung Siu, Tim Ng, Andreas Stolcke, Özgür Çetin
Web resources for language modeling in conversational speech recognition. ACM Trans. Speech Lang. Process. 5 (1) (2007)
Xi Yang, Man-Hung Siu
N-Best Tokenization in a GMM-SVM Language Identification System. ICASSP (4) (2007)
Kakeung Wong, Man-Hung Siu, Brian Mak
A model-based estimation of phonotactic language verification performance. INTERSPEECH (2007)
Xi Yang, Man-Hung Siu, Herbert Gish, Brian Mak
Boosting with anti-models for automatic language identification. INTERSPEECH (2007)
Xi Yang, Lu-Feng Zhai, Man-Hung Siu, Herbert Gish
Improved language identification using support vector machines for language modeling. INTERSPEECH (2006)
Yiu-Pong Lai, Man-Hung Siu, Brian Mak
Joint Optimization of the Frequency-Domain and Time-Domain Transformations in Deriving Generalized Static and Dynamic MFCCs. IEEE Signal Process. Lett. 13 (11) (2006)
Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung
Adaptive articulatory feature-based conditional pronunciation modeling for speaker verification. Speech Commun. 48 (1) (2006)
Jeff Siu-Kei Au-Yeung, Man-Hung Siu
Reference Speaker Weighting Adaptation for Sub-Phonetic Polynomial Segment Models. ICASSP (1) (2006)
Yiu-Pong Lai, Man-Hung Siu
Consistent Modeling of the Static and Time-Derivative Cepstrums for Speech Recognition Using HSPTM. ISCSLP (2006)
Ka-Yee Leung, Man-Hung Siu
Articulatory-feature-based confidence measures. Comput. Speech Lang. 20 (4) (2006)
Man-Hung Siu, Brian Mak, Wing-Hei Au
Minimization of Utterance Verification Error Rate as a Constrained Optimization Problem. IEEE Signal Process. Lett. 13 (12) (2006)
Chak-Fai Li, Man-Hung Siu, Jeff Siu-Kei Au-Yeung
Recursive likelihood evaluation and fast search algorithm for polynomial segment model with application to speech recognition. IEEE Trans. Speech Audio Process. 14 (5) (2006)
Man-Hung Siu, Arthur Chan
A Robust Viterbi Algorithm Against Impulsive Noise With Application to Speech Recognition. IEEE Trans. Speech Audio Process. 14 (6) (2006)
Xin Lei, Man-Hung Siu, Mei-Yuh Hwang, Mari Ostendorf, Tan Lee
Improved tone modeling for Mandarin broadcast news speech recognition. INTERSPEECH (2006)
Lu-Feng Zhai, Man-Hung Siu, Xi Yang, Herbert Gish
Discriminatively trained Language Models using Support Vector Machines for Language Identification. Odyssey (2006)
Jeff Siu-Kei Au-Yeung, Man-Hung Siu
Maximum Likelihood Linear Regression Adaptation for the Polynomial Segment Models. IEEE Signal Process. Lett. 13 (10) (2006)
Man-Hung Siu, Jeff Siu-Kei Au-Yeung
Robust Large Vocabulary Continuous Speech Recognition using Polynomial Segment Model with Unsupervised Adaptation. ICASSP (1) (2006)
Tim Ng, Man-Hung Siu, Mari Ostendorf
A quantitative assessment of the importance of tone in mandarin speech recognition. IEEE Signal Process. Lett. 12 (12) (2005)
Brian Mak, Jeff Siu-Kei Au-Yeung, Yiu-Pong Lai, Man-Hung Siu
High-density discrete HMM with the use of scalar quantization indexing. INTERSPEECH (2005)
Tim Ng, Mari Ostendorf, Mei-Yuh Hwang, Man-Hung Siu, Ivan Bulyko, Xin Lei
Web-Data Augmented Language Models for Mandarin Conversational Speech Recognition. ICASSP (1) (2005)
Jeff Siu-Kei Au-Yeung, Chak-Fai Li, Man-Hung Siu
Sub-phonetic Polynomial Segment Model for Large Vocabulary Continuous Speech Recognition. ICASSP (1) (2005)
Arthur Chan, Man-Hung Siu
Efficient computation of the frame-based extended union model and its application in speech recognition against partial temporal corruptions. Comput. Speech Lang. 19 (3) (2005)
Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung
Speaker Verification Using Adapted Articulatory Feature-based Conditional Pronunciation Modeling. ICASSP (1) (2005)
Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung
Speaker verification via articulatory feature-based conditional pronunciation modeling with vowel and consonant mixture models. INTERSPEECH (2005)
Jeff Siu-Kei Au-Yeung, Man-Hung Siu
Improved performance of Aurora 4 using HTK and unsupervised MLLR adaptation. INTERSPEECH (2004)
Chak-Fai Li, Man-Hung Siu
Training for polynomial segment model using the expectation maximization algorithm. ICASSP (1) (2004)
Pui-Fung Wong, Man-Hung Siu
Decision tree based tone modeling for Chinese speech recognition. ICASSP (1) (2004)
Kakeung Wong, Man-Hung Siu
Automatic language identification using discrete hidden Markov model. INTERSPEECH (2004)
Yiu-Pong Lai, Man-Hung Siu
Hidden spectral peak trajectory model for phone classification. ICASSP (1) (2004)
Wing-Hei Au, Man-Hung Siu
A robust training algorithm based on neighborhood information. INTERSPEECH (2004)
Siu Man Chan, Man-Hung Siu
Discrimination power weighted subword-based speaker verification. ICASSP (1) (2004)
Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung
Adaptive conditional pronunciation modeling using articulatory features for speaker verification. ISCSLP (2004)
Yiu-Pong Lai, Man-Chun Hui, Chi-Wah Kok, Man-Hung Siu
Speech recognition enhancement by psychoacoustic modeled noise suppression. ICME (2004)
Mei-Yuh Hwang, Xin Lei, Tim Ng, Ivan Bulyko, Mari Ostendorf, Andreas Stolcke, Wen Wang, Jing Zheng, Venkata Ramana Rao Gadde, Martin Graciarena, Man-Hung Siu, Yan Huang
Progress on Mandarin conversational telephone speech recognition. ISCSLP (2004)
Ka-Yee Leung, Man-Hung Siu
Integration of acoustic and articulatory information with application to speech recognition. Inf. Fusion 5 (2) (2004)
Yiu-Pong Lai, Man-Hung Siu
Maximum likelihood normalization for robust speech recognition. INTERSPEECH (2003)
Ka-Yee Leung, Man-Hung Siu
Phone level confidence measure using articulatory features. ICASSP (1) (2003)
Chak-Fai Li, Man-Hung Siu
An efficient incremental likelihood evaluation for polynomial trajectory model using with application to model training and recognition. ICASSP (1) (2003)
Wing-Hei Au, Man-Hung Siu
A new approach to minimize utterance verification error rate for a specific operating point. INTERSPEECH (2003)
Pui-Fung Wong, Man-Hung Siu
Integration of Tone Related Feature for Chinese Speech Recognition. ICMI (2002)
Ka-Yee Leung, Man-Hung Siu
Speech recognition using multi-state acoustic and articulatory features models with asynchronous states transition. ICASSP (2002)
Ka-Yee Leung, Man-Hung Siu
Speech recognition using combined acoustic and articulatory information with retraining of acoustic model parameters. INTERSPEECH (2002)
Man-Hung Siu, Yu-Chung Chan
Robust speech recognition against short-time noise. INTERSPEECH (2002)
Man-Hung Siu, Yu-Chung Chan
Robust speech recognition against packet loss. INTERSPEECH (2001)
Yu-Chung Chan, Man-Hung Siu, Brian Kan-Wing Mak
Pruning of state-tying tree using bayesian information criterion with multiple mixtures. INTERSPEECH (2000)
Man-Hung Siu, Mari Ostendorf
Variable n-grams and extensions for conversational speech language modeling. IEEE Trans. Speech Audio Process. 8 (1) (2000)
Man-Hung Siu, Ka-Ming Wong, Man-Yan Ching, Mei-Sum Lau
Computer-aided Mandarin pronunciation learning system. INTERSPEECH (2000)
Man-Hung Siu, Mari Ostendorf
Integrating a context-dependent phrase grammar in the variable n-gram framework. ICASSP (2000)
John Golden, Owen Kimball, Man-Hung Siu, Herbert Gish
Automatic topic identification for two-level call routing. ICASSP (1999)
Man-Hung Siu, Michael Jonas, Herbert Gish
Using a large vocabulary continuous speech recognizer for a constrained domain with limited training. ICASSP (1999)
Jayadev Billa, Thomas Colthurst, Amro El-Jaroudi, Rukmini Iyer, Kristine W. Ma, Spyridon Matsoukas, Carl Quillen, Fred Richardson, Man-Hung Siu, George Zavaliagkos, Herbert Gish
Recent experiments in large vocabulary conversational speech recognition. ICASSP (1999)
Man-Hung Siu, Herbert Gish
Evaluation of word confidence for speech recognition systems. Comput. Speech Lang. 13 (4) (1999)
Man-Hung Siu, Rukmini Iyer, Herbert Gish, Carl Quillen
Parametric trajectory mixtures for LVCSR. ICSLP (1998)
George Zavaliagkos, John W. McDonough, David R. Miller, Amro El-Jaroudi, Jayadev Billa, Fred Richardson, Kristine W. Ma, Man-Hung Siu, Herbert Gish
The BBN Byblos 1997 large vocabulary conversational speech recognition system. ICASSP (1998)
Rukmini Iyer, Herbert Gish, Man-Hung Siu, George Zavaliagkos, Spyros Matsoukas
Hidden Markov models for trajectory modeling. ICSLP (1998)
George Zavaliagkos, Man-Hung Siu, Thomas Colthurst, Jayadev Billa
Using untranscribed training data to improve performance. ICSLP (1998)
Man-Hung Siu, Mari Ostendorf
Variable n-gram language modeling and extensions for conversational speech. EUROSPEECH (1997)
Man-Hung Siu, Herbert Gish, Fred Richardson
Improved estimation, evaluation and applications of confidence measures for speech recognition. EUROSPEECH (1997)
Man-Hung Siu, Mari Ostendorf
Modeling disfluencies in conversational speech. ICSLP (1996)
Philippe Jeanrenaud, Ellen Eide, Upendra V. Chaudhari, John W. McDonough, Kenney Ng, Man-Hung Siu, Herbert Gish
Reducing word error rate on conversational speech from the Switchboard corpus. ICASSP (1995)
Philippe Jeanrenaud, Man-Hung Siu, Herbert Gish
Large vocabulary word scoring as a basis for transcription generation. EUROSPEECH (1995)
Man-Hung Siu, Herbert Gish, Jan Robin Rohlicek
Predicting word spotting performance. ICSLP (1994)
Herbert Gish, Man-Hung Siu
An invariance property of neural networks. ICASSP (2) (1994)
Philippe Jeanrenaud, Man-Hung Siu, Jan Robin Rohlicek, Marie Meteer, Herbert Gish
Spotting events in continuous speech. ICASSP (1) (1994)
Philippe Jeanrenaud, Kenney Ng, Man-Hung Siu, Jan Robin Rohlicek, Herbert Gish
Phonetic-based word spotter: various configurations and application to event spotting. EUROSPEECH (1993)
L. Denenberg, Herbert Gish, Marie Meteer, T. Miller, Jan Robin Rohlicek, W. Sadkin, Man-Hung Siu
Gisting conversational speech in real time. ICASSP (2) (1993)
Jan Robin Rohlicek, Philippe Jeanrenaud, Kenney Ng, Herbert Gish, Bruce R. Musicus, Man-Hung Siu
Phonetic training and language modeling for word spotting. ICASSP (2) (1993)
Jan Robin Rohlicek, Damaris M. Ayuso, Madeleine Bates, Robert J. Bobrow, A. Boulanger, Herbert Gish, Philippe Jeanrenaud, Marie Meteer, Man-Hung Siu
Gisting conversational speech. ICASSP (1992)
Man-Hung Siu, George Yu, Herbert Gish
An unsupervised, sequential learning algorithm for the segmentation of speech waveforms with multiple speakers. ICASSP (1992)
Herbert Gish, Man-Hung Siu, Jan Robin Rohlicek
Segregation of speakers for speech recognition and speaker identification. ICASSP (1991)