Recent Publications

Books & Book Chapters    
Journal Articles        
Conference Papers ACL/IJCNLP/EMNLP ICASSP/Interspeech SIGIR
ACM Multimedia/ICME COLING Others  

Books & Book Chapters

  1. Haizhou Li, Bin Ma, and Chin-Hui Lee, Vector-based Spoken Language Classification, in Springer Handbook of Speech Processing, Jacob Benesty, M. Mohan Sondhi, Arden Huang (editors), Springer 2007
  2. Chin-Hui Lee, Haizhou Li, Lin-shan Lee, Renhua Wang, and Qiang Huo (editors), Advances in Chinese Spoken Language Processing, World Scientific, 2007
  3. Qiang Huo, Bin Ma, Eng Siong Chng, and Haizhou Li (editors), Chinese Spoken Language Processing, Springer Lecture Notes on Artificial Intelligence 4274, 2006
  4. Yinglin Yu, Haizhou Li, Neural Networks and Signal Analysis, South China University of Technology Press, Guangzhou
CSLP book

 

 

 

 

 

 

 

Advances in Chinese Spoken Language Processing, World Scientific, 2007
Available at www.amazon.com

Journal Articles

  1. Haizhou Li, Ma Bin, "TechWare: Speaker and Spoken Language Recognition Resources", in IEEE Signal Processing Magazine, November 2010
  2. Kong Aik Lee, Chang Huai You, Haizhou Li, Tomi Kinnunen, and Khe Chai Sim, "Using Discrete Probabilities with Bhattacharyya Measure for SVM-based Speaker Verification", accepted in IEEE Transactions on Audio, Speech and Language Processing
  3. Deyi Xiong, Min Zhang, Aiti Aw, Haizhou Li, "Linguistically Annotated Reordering Evaluation and Analysis", accepted in Computational Linguistics
  4. Donglai Zhu, Bin Ma, Haizhou Li, "Speaker Verification with Feature-Space MAPLR Parameters", accepted in IEEE Transactions on Audio, Speech and Language Processing
  5. Huajin Tang, Haizhou Li, Zhang Yi, "A Discrete-Time Neural Network for Optimization Problems with Hybrid Constraints", in IEEE Transactions on Neural Networks, vol. 21, no. 7, pp. 1184-1189, 2010
  6. Namunu C. Maddage, Haizhou Li, "Beat Space Segmentation and Octave Scale Cepstral Feature for Sung Language Recognition in Pop Music", accepted in ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
  7. Lei Wang, Eng Siong Chng, Haizhou Li, "A Tree-Construction Search Approach for Multivariate Time Series Motifs Discovery", accepted in Pattern Recognition Letters.
  8. Huajin Tang, Haizhou Li, and Rui Yan, "Memory Dynamics in Attractor Networks with Saliency Weights", Neural Computation, 22(7), pp. 1899-1926, July, 2010
  9. Chang Huai You, Kong Aik Lee, Haizhou Li, "GMM-SVM Kernel with a Bhattacharyya-Based Distance for Speaker Recognition", IEEE Transactions on Audio, Speech and Language Processing , Vol 18, No. 6, pp1300-1312, 2010
  10. Tomi Kinnunen, Haizhou Li, "An Overview of Text-Independent Speaker Recognition: from Features to Supervectors", Speech Communication 52 (1), 2010, pp. 12-40 (Speech Communication No. 1 Hottest Article October-December 2009)
  11. Xiong Xiao, Jinyu Li, Eng Siong Chng, Haizhou Li, Chin-Hui Lee, "A Study on the Generalization Capability of Acoustic Models for Robust Speech Recognition", in IEEE Transactions on Audio, Speech and Language Processing, Vol 18, No 6, pp1158-1169, 2010
  12. Namunu C. Maddage, Khe Chai Sim, Haizhou Li, "Word Level Automatic Alignment of Music and Lyrics using Vocal Synthesis", in ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Vol 6, No. 3, 2010
  13. Huy Dat Tran, Haizhou Li, "Jump Function Kolmogorov for Audio Classification in Noise-mismatch Conditions", in IEEE Transactions on Signal Processing,Vol 57, No 8, 2009, pp 2908-2918..
  14. Tee Kiah Chia, Khe Chai Sim, Haizhou Li and Hwee Tou Ng, "Statistical Lattice-Based Spoken Document Retrieval", in ACM Transactions on Information Systems, Vol 28, No. 1, 2010
  15. Rong Tong, Bin Ma, Haizhou Li, and Eng Siong Chng, "A Target-Oriented Phonotactic Front-end for Spoken Language Recognition", in IEEE Transactions on Audio, Speech and Language Processing, Vol 17, No 7, 2009, pp.1335-1347
  16. Donglai Zhu, Haizhou Li, Bin Ma, and Chin-Hui Lee, "Optimizing the Performance of Spoken Language Recognition with Discriminative Training", in IEEE Transactions on Audio, Speech and Language Processing, Vol. 16, No. 8, 2008, pp.1642-1653
  17. Chang Hui You, Kong-Aik Lee, and Haizhou Li, "An SVM Kernel with GMM-Supervector Based on the Bhattacharyya Distance for Speaker Recognition", in IEEE Signal Processing Letters , Vol 16, No. 1, 2009, pp.49-52
  18. Xiong Xiao, Eng Siong Chng, Haizhou Li, "Normalization of the Speech Modulation Spectra for Robust Speech Recognition", in IEEE Transactions on Audio, Speech and Language Processing, Vol. 16, No. 8, 2008, pp.1662-1674
  19. Haizhou Li, Jin-Shea Kuo, Jian Su, Chih-Lung Lin, "Mining Live Transliterations using Incremental Learning Algorithms", in International Journal of Computer Processing Of Languages, Vol. 21, No. 2, 2008, pp. 183-203.
  20. Khe Chia Sim and Haizhou Li, "On Acoustic Diversification Front-end for Spoken Language Identification", in IEEE Transactions on Audio, Speech and Language Processing, Vol 16, No. 5, 2008, pp.1029-1037
  21. Bin Ma, Haizhou Li, and Rong Tong, "Spoken Language Recognition with Ensemble Classifiers", in IEEE Transactions on Audio, Speech and Language Processing, Vol 15, No. 7, 2007
  22. Jin-shea Kuo, Haizhou Li, and Ying-Kuei Yang, "Active Learning for Constructing Transliteration Lexicons from the Web", in Journal of the American Society for Information Science and Technology, Vol 59, No. 1, 2008
  23. Xiong Xiao, Eng Siong Chng, and Haizhou Li, "Temporal structure normalization of speech feature for robust speech recognition", in IEEE Signal Processing Letters, Vol 14, No. 7, 2007
  24. Jin-Shea Kuo, Haizhou Li, Ying-Kuei Yang, "A Phonetic Similarity Model for Automatic Extraction of Transliteration Pairs", in ACM Transactions on Asian Language Information Processing, Volume 6 ,  Issue 2, September, 2007
  25. Tin Lay Nwe and Haizhou Li, "Exploring Vibrato-Motivated Acoustic Features for Singer Identification", in IEEE Transactions on Audio, Speech and Language Processing, Vol 15, No. 2, 2007
  26. Haizhou Li, Bin Ma, and Chin-Hui Lee, "A Vector Space Modeling Approach to Spoken Language Identification", in IEEE Transactions on Audio, Speech and Language Processing, Vol 15, No. 1, 2007
  27. Minghui Dong, Kim-Teng Lua, Haizhou Li, "A Unit Selection-based Speech Synthesis Approach for Mandarin Chinese", Journal of Chinese Language and Computing, Vol 16, No. 1, March 2006.
  28. Bin Ma and Haizhou Li, "A Comparative Study of Four Language Identification Systems", Computational Linguistics and Chinese Language Processing, Vol 11, No. 2, June 2006
  29. Jian Su, K. T. Ng, Haizhou Li, Jean-Paul Haton, “Nonparametric distance measures of speaker verification”, IEE Electronics Letters, 27 Apr. 1995, Vol. 31, No. 9
  30. Haizhou Li, Jian Su, Jean-Paul Haton, “Short-timed speech dynamics for speaker recognition”, IEE Electronics Letters, 17 Aug. 1995, Vol. 31, No. 17
  31. Haizhou Li and Binzheng Xu, “Speech recognition with recurrent neural network”, Journal of Communications, Vol 13, No 4, 1992, page: 76-79
  32. Haizhou Li and Binzheng Xu, “A neural network DTW architecture for speech recognition”,  Acta Electronica Sinica, Vol 20, No. 10, 1992 page: 82-87
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Conference Papers: ACL/IJCNLP/EMNLP

  1. Min Zhang, Hui Zhang and Haizhou Li. "Convolution Kernel over Packed Parse Forest", The 48th Annual Meeting of Association for Computational Linguistics (full paper, ACL 2010), July 11-16, 2010, Uppsala, Sweden
  2. Deyi Xiong, Min Zhang and Haizhou Li. "Error Detection for Statistical Machine Translation Using Linguistic Features", The 48th Annual Meeting of Association for Computational Linguistics (full paper, ACL 2010), July 11-16, 2010, Uppsala, Sweden
  3. Xiangyu Duan, Min Zhang and Haizhou Li. "Pseudo-word for Phrase-based Machine Translation", The 48th Annual Meeting of Association for Computational Linguistics (full paper, ACL 2010), July 11-16, 2010, Uppsala, Sweden
  4. Deyi Xiong, Min Zhang and Haizhou Li. Learning Translation Boundaries for Phrase-Based Decoding. NAACL-HLT 2010
  5. Vladimir Pervouchine, Haizhou Li and Bo Lin, "Transliteration Alignment", The 47th Annual Meeting of Association for Computational Linguistics and the 4th International Joint Conference of Natural Language Processing (full paper, ACL-IJCNLP 2009), August 2-7 2009, Singapore
  6. Deyi Xiong, Min Zhang, Aiti Aw and Haizhou Li, "A Syntax-Driven Bracketing Model for Phrase-Based Translation", The 47th Annual Meeting of Association for Computational Linguistics and the 4th International Joint Conference of Natural Language Processing (full paper, ACL-IJCNLP 2009), August 2-7 2009, Singapore
  7. Hendra Setiawan, Min Yen Kan, Haizhou Li and Philip Resnik, "Topological Ordering of Function Words in Hierarchical Phrase-based Translation ", The 47th Annual Meeting of Association for Computational Linguistics and the 4th International Joint Conference of Natural Language Processing (full paper, ACL-IJCNLP 2009), August 2-7 2009, Singapore
  8. Hui Zhang, Min Zhang, Haizhou Li, Aiti Aw and Chew Lim Tan, "Forest-based Tree Sequence to String Translation Model ", The 47th Annual Meeting of Association for Computational Linguistics and the 4th International Joint Conference of Natural Language Processing (full paper, ACL-IJCNLP 2009), August 2-7 2009, Singapore
  9. Boxing Chen, Min Zhang, Haizhou Li, Aiti Aw, "A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combinationl ", The 47th Annual Meeting of Association for Computational Linguistics and the 4th International Joint Conference of Natural Language Processing (full paper, ACL-IJCNLP 2009), August 2-7 2009, Singapore
  10. Min Zhang, Haizhou Li, "Tree Kernel-based SVM with Structured Syntactic Knowledge for BTG-based Phrase Reordering", EMNLP 2009, August 6-7 2009, Singapore
  11. Hui Zhang, Min Zhang, Haizhou Li and Chew Lim Tan, "Fast Translation Rule Matching for Syntax-based Statistical Machine Translation", EMNLP 2009,August 6-7 2009, Singapore
  12. Hui Zhang, Min Zhang, Chew Lim Tan and Haizhou Li, "K-Best Combination of Syntactic Parsers", EMNLP 2009, August 6-7 2009, Singapore
  13. Min Zhang, Hongfei Jiang, Aiti Aw, Haizhou Li, Chew Lim Tan and Sheng Li, "A Tree Sequence Alignment-based Tree-to-Tree Translation Model ", The 46th Annual Meeting of Association for Computational Linguistics (full paper, ACL-08:HLT), June 16-18 2008
  14. Deyi Xiong, Min Zhang Aiti Aw, Haizhou Li, "A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation", The 46th Annual Meeting of Association for Computational Linguistics (short paper, ACL-08:HLT), June 16-18 2008
  15. Boxing Chen, Min Zhang Aiti Aw, Haizhou Li, "Exploiting N-best Hypotheses for SMT Self-Enhancement", The 46th Annual Meeting of Association for Computational Linguistics (short paper, ACL-08:HLT), June 16-18 2008
  16. Jin-Shea Kuo and Haizhou Li, "Multi-View Co-Training of Transliteration Model", The Third International Joint Conference on Natural Language Processing (IJCNLP-08), January 7-11, 2008, Hyderabad, India
  17. Min Zhang, Chengjie Sun, Haizhou Li, Aiti Aw and Chew Lim Tan, “Name Origin Recognition Using Maximum Entropy Model and Diverse Features”, The Third International Joint Conference on Natural Language Processing (IJCNLP-08), January 7-11, 2008, India
  18. Jin-Shea Kuo, Haizhou Li, and Chih-Lung Lin, “Mining Transliterations from Web Query Results: An Incremental Approach,” The 6th SIGHAN Workshop, IJCNLP-08, January 7-11, 2008, India
  19. Haizhou Li, Khe Chai Sim, Jin-Shea Kuo, and Minghui Dong, "Semantic Transliteration of Personal Names", The 45th Annual Meeting of Association for Computational Linguistics (ACL2007), pp. 120-127, June 2007
  20. Hendra Setiawan, Min-Yen Kan, Haizhou Li, "Ordering Phrases with Function Words", The 45th Annual Meeting of Association for Computational Linguistics (ACL2007), pp. 712-719, June 2007
  21. Tee Kiah Chia, Haizhou Li, and Hwee Tou Ng, "A Statistical Language Modeling Approach to Lattice-based Spoken Document Retrieval", Joint Meeting Conference on Empirical Methods in Natural Language Processing, and Conference on Computational Natural Language Learning(EMNLP-CoNLL2007), June 2007
  22. Jin-Shea Kuo, Haizhou Li and Ying-Kuei Yang, "Learning Transliteration Lexicons from the Web", The 44th Annual Meeting of Association for Computational Linguistics (COLING-ACL2006), pp. 1129 - 1136,   July 16-21, Sydney, Australia
  23. Min Zhang, Haizhou Li, Jian Su and Hendra Setiawan, "A Phrase-based Context-dependent Joint Probability", The Second International Joint Conference on Natural Language Processing (IJCNLP-05), LNAI 3651, October 11-13, 2005, Jeju, South Korea.
  24. Hendra Setiawan, Haizhou Li, Min Zhang and Beng Chin Ooi, "Phrase-based Statistical Machine Translation: A Level of Detail Approach", The Second International Joint Conference on Natural Language Processing (IJCNLP-05), LNAI 3651, October 11-13, 2005, Jeju, South Korea.
  25. Haizhou Li and Bin Ma, "A Phonotactic Language Model for Spoken Language Identification", 43rd Annual Meeting of the Association for Computational Linguistics (ACL2005), pp. 515-522, June 2005, Ann Arbor, USA.
  26. Haizhou Li, Min Zhang and Jian Su, "A Joint Source-Channel Model for Machine Transliteration", The 42nd Annual Meeting of the Association for Computational Linguistics (ACL2004), pp. 160-167, July 2004, Barcelona.
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Conference Papers: COLING

  1. Lianhau Lee, Aiti Aw, Min Zhang and Haizhou Li. EM-based Hybrid Model for Bilingual Terminology Extraction from Comparable Corpora. COLING 2010 (poster), Beijing
  2. Vladimir Pervouchine, Min Zhang, Ming Liu and Haizhou Li. Improving Name Origin Recognition with Context Features and Unlabelled Data. COLING 2010 (poster), Beijing
  3. Min Zhang, Xiangyu Duan, Vladimir Pervouchine and Haizhou Li. Machine Transliteration: Leveraging on Third Languages. COLING 2010 (poster), Beijing
  4. M. Zhang, H. F. Jiang, H. Li, A. Aw, S. Li, Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation, The 22nd International Conference on Computational Linguistics (COLING2008), Aug 2008, Manchester, UK
  5. B. Chen, M. Zhang, A. Aw, H. Li, Regenerating Hypotheses for Statistical Machine Translation, The 22nd International Conference on Computational Linguistics (COLING2008), Aug 2008, Manchester, UK
  6. D. Xiong, M. Zhang, A. Aw, H. Li, Linguistically Annotated BTG for Statistical Machine Translation, The 22nd International Conference on Computational Linguistics (COLING2008), Aug 2008, Manchester, UK
  7. Jin-Shea Kuo, Haizhou Li and Ying-Kuei Yang, "Learning Transliteration Lexicons from the Web", The 21st International Conference on Computational Linguistics (COLING-ACL2006), pp. 1129 - 1136,   July 16-21, Sydney, Australia
  8. Min Zhang, Haizhou Li and Jian Su, "Direct Orthographical Mapping for Machine Transliteration", The 20th International Conference on Computational Linguistics (COLING2004), 23-17 August 2004, Geneva.
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Conference Papers: SIGIR

  1. Tee Kiah Chia, Khe Chai Sim, Haizhou Li and Hwee Tou Ng, "A Lattice-Based Approach to Query-by-Example Spoken Document Retrieval", The 31st Annual International ACM SIGIR Conference on Research & Development on Information Retrieval, (SIGIR2008), (full paper), July 20-24, 2008, Singapore
  2. Namunu Maddage, Haizhou Li, Mohan Kankanhalli, "Music Structure based Vector Space Retrieval", The 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval, (SIGIR2006), pp. 67-74 (full paper), August 6-11, 2006, Seattle, Washington
  3. Bin Ma and Haizhou Li, "A Phonotactic-Semantic Paradigm for Automatic Spoken Document Classification", The 28th Annual International ACM SIGIR Conference (SIGIR2005), pp. 369-376 (full paper), August 15-19, 2005, Salvador, Brazil.
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Conference Papers: ICASSP/Interspeech

  1. Raymond W. M. Ng, Cheung-Chi Leung, Ville Hautamaki, Tan Lee, Bin Ma and Haizhou Li, "Towards Long-Range Prosodic Attribute Modeling For Language Recognition", in Interspeech, Japan, September 2010
  2. Tin Lay Nwe, Hanwu Sun, Bin Ma and Haizhou Li, "Speaker Diarization in Meeting Audio for Single Distant Microphone", in Interspeech, Japan, September 2010.
  3. Rong Tong, Bin Ma, Haizhou Li and Eng Siong Chng, "Selecting Phonotactic Features for Language Recognition", in Interspeech, Japan, September 2010.
  4. Omid Dehzangi, Bin Ma, Eng Siong Chng and Haizhou Li, "A Discriminative Performance Metric for GMM-UBM Speaker Identification", in Interspeech, Japan, September 2010
  5. Cheung-Chi Leung, Donglai Zhu, Kong-Aik Lee, Bin Ma and Haizhou Li, "Incorporating MAP Estimation and Covariance Transform for SVM based Speaker Recognition", in Interspeech, Japan, September 2010
  6. Chien-Lin Huang, Hanwu Sun, Bin Ma and Haizhou Li, "Speaker Characterization Using Long-Term and Temporal Information", in Interspeech, Japan, September 2010.
  7. Xiaoxuan Wang, Lei Xie, Bin Ma, Eng Siong Chng and Haizhou Li, "Phoneme Lattice based TextTiling towards Multilingual Story Segmentation", in Interspeech, Japan, September 2010
  8. Eryu Wang, Kong-Aik Lee, Bin Ma, Haizhou Li, Wu Guo and Lirong Dai, "The Estimation and Kernel Metric of Spectral Correlation for Text-Independent Speaker Verification", in Interspeech, Japan, September 2010
  9. Donglai Zhu, Bin Ma, Kong-Aik Lee, Cheung-Chi Leung and Haizhou Li, "MAP Estimation of Subspace Transform for Speaker Recognition", in Interspeech, Japan, September 2010
  10. Hanwu Sun, Bin Ma, Chien-Lin Huang, Trung Hieu Nguyen and Haizhou Li, "The IIR NIST SRE 2008 and 2010 Summed Channel Speaker Recognition Systems", in Interspeech, Japan, September 2010.
  11. Ville Hautamaki, Tomi Kinnunen, Mohaddeseh Nosratighods, Kong-Aik Lee, Bin Ma and Haizhou Li, "Approaching Human Listener Accuracy with Modern Speaker Verification", in Interspeech, Japan, September 2010
  12. Minghui Dong, Paul Chan, Ling Cen, Haizhou Li, Jason Teo and Ping Jen Kua, "Phonetic Segmentation of Singing Voice using MIDI and Parallel Speech", in Interspeech, Japan, September 2010
  13. You Changhuai, Li Haizhou and Kong-Aik Lee, "A Hybrid Modeling Strategy for GMM-SVM Speaker Recognition System with Adaptive Relevance factor", in Interspeech, Japan, September 2010.
  14. Leng Yi Ren, Tran Huy Dat, Norihide Kitaoka and Li Haizhou, "Selective Gammatone Filterbank Feature for Robust Sound Event Recognition", in Interspeech, Japan, September 2010.
  15. Zhi-Zheng Wu, Tomi Kinnunen, Eng Siong Chng, Haizhou Li, "Text-Independent F0 Transformation with Non-Parallel Data for Voice Conversion", in Interspeech, Japan, September 2010
  16. Dau-Cheng Lyu, Tien-Ping Tan, Eng-Siong Chng, Haizhou Li, "SEAME: a Mandarin-English Code-switching Speech Corpus in South-East Asia", in Interspeech, Japan, September 2010
  17. Dat Tran Huy, Yi Ren Leng, Haizhou Li, "Feature Integration for Heart Sound Biometrics", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  18. Omid Dehzangi, Bin Ma, Eng Siong Chng, Haizhou Li, "Error Corrective Classifier Fusion for Spoken Language Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  19. C. P. Santhosh Kumar, Haizhou Li, Rong Tong, Pavel Matejka, Lukas Burget, Jan Cernocky, "Tuning Phone Decoders for Language Identification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  20. Hanwu Sun, Bin Ma, Swe Zin Kalayar Khine, Haizhou Li, "Speaker Diarization System for RT07 and RT09 Meeting Room Audio", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  21. Yu Tsao, Hanwu Sun, Haizhou Li, Chin-Hui Lee, "An Acoustic Segment Model Approach to Incorporating Temporal Information into Speaker Modeling for Text-Independent Speaker Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  22. Donglai Zhu, Bin Ma, Haizhou Li, "Soft Margin Estimation of Gaussian Mixture Model Parameters for Spoken Language Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  23. Shuanhu Bai, Chien-Lin Huang, Bin Ma, Haizhou Li, "Semi-Supervised Learning of Language Model using Unsupervised Topic Model", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  24. Raymond W. M. Ng, Cheung-Chi Leung, Tan Lee, Bin Ma, Haizhou Li, "Prosodic Attribute Model for Spoken Language Identification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  25. Rong Tong, Bin Ma, Haizhou Li, Eng Siong Chng, Kong-Aik Lee, "Target-Aware Language Models for Spoken Language Recognition," Interspeech, pp. 200-203, 6-10 September 2009, Brighton UK.
  26. Hanwu Sun, Tin Lay Nwe, Bin Ma, Haizhou Li, "Speaker Diarization for Meeting Room Audio," Interspeech, pp. 900-903, 6-10 September 2009, Brighton UK.
  27. Ling Cen, Minghui Dong, Paul Chan, Haizhou Li, "Unit Selection Based Speech Synthesis for Poor Channel Condition," Interspeech, pp. 2075-2078, 6-10 September 2009, Brighton UK.
  28. Donglai Zhu, Bin Ma, Haizhou Li, "Large Margin Estimation of Gaussian Mixture Model Parameters with Extended Baum-Welch for Spoken Language Recognition," Interspeech, pp. 2179-2182, 6-10 September 2009, Brighton UK.
  29. Omid Dehzangi, Bin Ma, Eng Siong Chng, Haizhou Li, "Discriminative Feature Transformation Using Output Coding for Speech Recognition," Interspeech, pp. 2979-2982, 6-10 September 2009, Brighton UK.
  30. Khe Chai Sim, Haizhou Li, "Stream-Based Context-Sensitive Phone Mapping for Cross-Lingual Speech Recognition," Interspeech, pp. 3019-3022, 6-10 September 2009, Brighton UK.
  31. Yanhua Long, Bin Ma, Haizhou Li, Wu Guo, Eng Siong Chng, Lirong Dai, "Exploiting Prosodic Information for Speaker Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  32. Chang Huai You, Kong Aik Lee, Haizhou Li, "A GMM Supervector Kernel with the Bhattacharyya Distance for SVM based Speaker Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  33. Mohaddeseh Nosratighods, Tharmarajah Thiruvaran, Julien Epps, Eliathamby Ambikairajah, Bin Ma, Haizhou Li, 'Evaluation of a Fused FM and Cepstral-Based Speaker Recognition System on the NIST 2008 SRE', IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  34. Hanwu SUN, Bin Ma, Haizhou Li, "Cross-Validation of Multiple Language Recognition Systems using Pseudo Keys", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  35. Haizhou Li, Bin Ma, Kong-Aik Lee, Hanwu Sun, Donglai Zhu, Khe Chai Sim, Changhuai You, Rong Tong, Ismo Karkkainen, Chien-Lin Huang, Vladimir Pervouchine, Wu Guo, Yijie Li, Lirong Dai, Mohaddeseh Nosratighods, Thiruvaran Tharmarajah, Julien Epps, Eliathamby Ambikairajah, Eng-Siong Chng, Tanja Schultz, Qin Jin, "The I4U System in NIST 2008 Speaker Recognition Evaluation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  36. Donglai Zhu, Bin Ma, Haizhou Li, "Joint MAP Adaptation of Feature Transformation and Gaussian Mixture Model for Speaker Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  37. Tran Huy Dat, Li Haizhou, "Sound Event Classification based on Feature Integration, Recursive Feature elimination and Structured Classification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  38. Trung Hieu Nguyen, Eng Siong Chng, Haizhou Li, "Clustering Criterion Functions in Spectral Subspace and Their Application in Speaker Clustering", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  39. Tin Lay Nwe, Hanwu Sun, Haizhou Li, Susanto Rahardja, "Speaker Diarization in Meeting Audio", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), April 19-24, 2009, Taipei
  40. Rong Tong, Bin Ma, Haizhou Li, Eng-Siong Chng, "Target-Oriented Phone Selection from Universal Phone Set for Spoken Language Recognition", Interspeech, 2008.
  41. Donglai Zhu, Bin Ma, Haizhou Li, "Using MAP Estimation of Feature Transformation For Speaker Recognition", Interspeech, 2008.
  42. Chien-Lin Huang, Bin Ma, Chung-Hsien Wu, Brian Mak and Haizhou Li, "Robust Speaker Verification Using Short-Time Frequency with Long-Time Window and Fusion of Multi-Resolutions", Interspeech, 2008.
  43. Tin Lay Nwe, Minghui Dong, Swe Zin Kalayar Khine, Haizhou Li, "Multi-Speaker Meeting Audio Segmentation", Interspeech, 2008.
  44. Swe Zin Kalayar Khine, Tin Lay Nwe, Haizhou Li, "Speech/Laughter Classification in Meeting Audio", Interspeech, 2008.
  45. Tran Huy Dat, Haizhou Li, "Speaker Identification in Noise Mismatch Conditions based on Jump Function Kolmogorov Analysis in Wavelet Domain", Interspeech, 2008.
  46. Kong-Aik Lee, Changhuai You, Haizhou Li, Tomi Kinnunen, Donglai Zhu, "Characterizing Speech Utterances for Speaker Verification with Sequence Kernel SVM", Interspeech, 2008.
  47. Namunu Maddage, Haizhou Li, Rhythm Based Music Segmentation and Octave Scale Cepstral Features for Sung Language Recognition, Interspeech, 2008.
  48. Tran Hieu Nguyen , Eng Siong Chng, Haizhou Li, T-Test Distance and Clustering Criterion for Speaker Diarization, Interspeech, 2008.
  49. Khe Chai Sim, Haizhou Li, "Context-sensitive Probabilistic Phone Mapping Model for Cross-lingual Speech Recognition", Interspeech, 2008.
  50. Rong Tong, Bin Ma, Haizhou Li, Eng Siong Chng, 'Target-Oriented Phone Tokenizers For Spoken Language Recognition', IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008)
  51. Donglai Zhu, Haizhou Li, Bin Ma, Chin-Hui Lee, 'Discriminative Learning For Optimizing Detection Performance In Spoken Language Recognition', IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008).
  52. Tin Lay Nwe, Haizhou Li, 'On Fusion Of Timbre-Motivated Features For Singing Voice Detection And Singer Identification', IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008)
  53. Swe Zin Kalayar Khine, Tin Lay Nwe, Haizhou Li, 'Singing Voice Detection In Pop Songs Using Co-Training Algorithm', IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008)
  54. Khe Chai Sim, Haizhou Li, 'Robust Phone Set Mapping Using Decision Tree Clustering For Cross-Lingual Phone Recognition', IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008)
  55. Kong-Aik Lee, Changhuai You, Haizhou Li, 'Spoken Language Recognition Using Support Vector Machines With Generative Front-End', IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008)
  56. Tran Huy Dat, Haizhou Li,  "Jump Function Komogorov And Its Application For Audio Stream ", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008). 
  57. Bin Ma, Rong Tong, Haizhou Li, "Discriminative Vector for Spoken Language Recognition", ICASSP 2007, April 15-20, 2007, Hawaii, US.
  58. Rong Tong, Haizhou Li, Bin Ma and Eng Siong Chng, "Spoken Language Recognition with Relevance Feedback",ICASSP 2007, April 15-20, 2007, Hawaii, US.
  59. Donglai Zhu, Bin Ma, Haizhou Li, Qiang Huo, "A Generalized Feature Transformation Approach for Channel Robust Speaker Verification", ICASSP 2007, April 15-20, 2007, Hawaii, US.
  60. Xiong Xiao, Eng Siong Chng, Haizhou Li, "Normalizing the Speech Modulation Spectrum for Robust Speech Recognition",ICASSP 2007, April 15-20, 2007, Hawaii, US.
  61. Kong Aik Kee, Changhuai You, Haizhou Li, Tomi Kinnunen, "A GMM-based Probabilistic Sequence Kernel for Speaker Verification", Interspeech 2007, August 27-31, 2007, Antwerp, Belgium
  62. Eugene Chin Wei Koh, Hanwu Sun, Tin Lay Nwe, Trung Hieu Nguyen,Bin Ma, Eng-Siong Chng, Haizhou Li, Susanto Rahardja, "Using Direction of Arrival Estimate and Acoustic Feature Information in Speaker Diarization", Interspeech 2007, August 27-31, 2007, Antwerp, Belgium
  63. Khe Chai Sim, Haizhou Li, "Fusion of Contrastive Acoustic Models for Parallel Phonotactic Spoken Language Identification", Interspeech 2007, August 27-31, 2007, Antwerp, Belgium
  64. Xiong Xiao, Eng Siong Chng, Haizhou Li, "Evaluating the Temporal Structure Normalisation Technique on the Aurora-4 Task", Interspeech 2007, August 27-31, 2007, Antwerp, Belgium
  65. Shuanhu Bai and Haizhou Li, "Bayesian Learning of N-gram statistical Language Modeling", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2006), May 14-19, 2006, Toulouse, France.
  66. Haizhou Li and Tin Lay Nwe, "Vibrato-Motivated Acoustic Features for Singer Identification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2006), May 14-19, 2006, Toulouse, France
  67. Rong Tong, Bin Ma, Donglai Zhu, Haizhou Li and Eng Siong Chng, "Integrating Acoustic, Prosodic and Phonotactic features for Spoken language identification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2006), May 14-19, 2006, Toulouse, France.
  68. Tin Lay Nwe, Haizhou Li and Minghui Dong, "Analysis and Detection of Speech under Sleep Deprivation", Interspeech 2006,Sept 17-21, 2006, Pittsburgh, US.
  69. Haizhou Li, Bin Ma, and Rong Tong, "Vector-Based Spoken Language Recognition using Output Coding", Interspeech 2006, Sept 17-21, 2006, Pittsburgh, US.
  70. Minghui Dong, Haizhou Li, Tin Lay Nwe, "Evaluating Prosody of Mandarin Speech for Language Learning," Interspeech 2006, Sept 17-21, 2006, Pittsburgh, US.
  71. Ma Bin, Donglai Zhu, Rong Tong, Haizhou Li, "Speaker Cluster based GMM Tokenization for Speaker Recognition," Interspeech 2006, Sept 17-21, 2006, Pittsburgh, US.
  72. Tin Lay Nwe and Haizhou Li, "Broadcast News Segmentation by Audio Type Analysis", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), March 2005, Philadelphia, PA, USA.
  73. Boon Pang Lim, Haizhou Li, and Bin Ma, "Using Local and Global Phonotactical Features in Chinese Dialect Identification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), March 2005, Philadelphia, PA, USA
  74. Santhosh C. Kumar, V.P. Mohandas and Haizhou Li, "Multilingual Speech Recognition: A Unified Approach", InterSpeech 2005 - Eurospeech - 9th European Conference on Speech Communication and Technology, September 4-8, 2005, Lisboa, Portugal.
  75. Tin Lay Nwe, Haizhou Li, "Identifying Singers of Popular Songs", InterSpeech 2005 - Eurospeech - 9th European Conference on Speech Communication and Technology, September 4-8, 2005, Lisboa, Portugal.
  76. Minghui Dong, Kim-Teng Lua and Haizhou Li, "A Probabilistic Approach to Prosodic Word Prediction for Mandarin Chinese TTS", InterSpeech 2005 - Eurospeech - 9th European Conference on Speech Communication and Technology, September 4-8, 2005, Lisboa, Portugal.
  77. Sheng Gao, Bin Ma, Haizhou Li and Chin-Hui Lee, "A Text Categorization Approach to Automatic Language Identification", InterSpeech 2005 - Eurospeech - 9th European Conference on Speech Communication and Technology, September 4-8, 2005, Lisboa, Portugal.
  78. Bin Ma, Haizhou Li and Chin-Hui Lee, "An Acoustic Segment Modeling Approach to Automatic Language Identification", InterSpeech 2005 - Eurospeech - 9th European Conference on Speech Communication and Technology, September 4-8, 2005, Lisboa, Portugal.
  79. Jun Xu, Guohong Fu and Haizhou Li, "Grapheme-to-Phoneme Conversion for Chinese Text-to-Speech Session Code", The International Conference on Spoken Language Processing (InterSpeech-ICSLP2004), Oct. 2004, Korea.
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Conference Papers: ACM Multimedia/ICME

  1. Chien-Lin Huang, Chung-Hsien Wu, Chia-Hsin Hsieh, Haizhou Li, Bin Ma, "Unsupervised Pronunciation Grammar Growing using Knowledge-based and Data-Driven Approaches", International Conference on Multimedia & Expo, June 23-26 2008, Hannover, Germany
  2. Chang Huai You, Susanto Rahardja, Haizhou Li, "Speech Enhancement for Telephony Name Speech Recognition", International Conference on Multimedia & Expo, June 23-26 2008, Hannover, Germany
  3. Tin Lay Nwe, Haizhou Li, "Singing Voice Detection using Perceptually-Motivated Features," ACM Multimedia Conference, September 24 – 29, 2007, Augsburg, Germany
  4. Denny Iskandar, Ye Wang, Min - Yen Kan and Haizhou Li, "Syllabic Level Automatic Synchronization of Music Signals and Text Lyrics," ACM Multimedia Conference, October 22-28, 2006, Santa Barbara, USA
  5. Namunu C Maddage, Mohan S. Kankanhalli, Haizhou Li, "A Hirarchical Approach for Music Chord Modeling based on the Analysis of Tonal Characteristics", IEEE International Conference on Multimedia & Expo, July 9-12, 2006, Toronto, Canada
  6. Lei Wang, Eng Siong Chng, Haizhou Li, "vector-based approach to broadcast audio database indexing and retrieval", IEEE International Conference on Multimedia & Expo, July 2-5, 2007, Beijing, China
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Conference Papers: Others

  1. Aiti Aw, Sharifah Mahani Aljunied, Lianhau Lee and Haizhou Li, "Piramid: Bahasa Indonesia and Bahasa Malaysia Translation System Enhanced through Comparable Corpora", in Proceedings of Workshop on Technologies and Corpora for Asia-Pacific Speech Translation, August 2009, Singapore
  2. Aiti Aw, Sharifah Mahani Aljunied and Haizhou Li, "Malay Multi-word Expression Translation", in Proceedings of Workshop on Technologies and Corpora for Asia-Pacific Speech Translation, August 2009, Singapore
  3. Boxing Chen, Deyi Xiong, Min Zhang, Aiti Aw, Haizhou Li, "I2R Multi-Pass Machine Translation System for IWSLT 2008", In: Proceeding of IWSLT 2008. pp.46-51. Oct. Hawaii, US.
  4. Omid Dehzangi, Bin Ma, Eng Siong Chng and Haizhou Li, "Discriminative output coding features for speech recognition", International Symposium on Chinese Spoken Language Processing, December 16-19, 2008, China
  5. Chang Huai You, Kong Aik Lee, Bin Ma and Haizhou Li, SELF-ORGANIZED CLUSTERING FOR FEATURE MAPPING IN LANGUAGE RECOGNITION, International Symposium on Chinese Spoken Language Processing, December 16-19, 2008, China
  6. Shuanhu Bai and Haizhou Li, PLSA BASED TOPIC MIXTURE LANGUAGE MODELING APPROACH, International Symposium on Chinese Spoken Language Processing, December 16-19, 2008, China
  7. Hanwu Sun, Bin Ma and Haizhou Li, AN EFFICIENT FEATURE SELECTION METHOD FOR SPEAKER RECOGNITION, International Symposium on Chinese Spoken Language Processing, December 16-19, 2008, China
  8. Hanwu Sun, Bin Ma and Haizhou Li, USING PSEUDO-KEY FOR LANGUAGE RECOGITION SYSTEM DESIGN, International Symposium on Chinese Spoken Language Processing, December 16-19, 2008, China
  9. Minghui Dong, Haizhou Li, PREDICTING SPECTRAL AND PROSODIC PARAMETERS FOR UNIT SELECTION IN SPEECH SYNTHESIS, International Symposium on Chinese Spoken Language Processing, December 16-19, 2008, China
  10. Omid Dehzangi, Bin Ma, Eng Siong Chng, Haizhou Li, "Fuzzy Rule Selection using Iterative Rule Learning for Speech Data Classification", International Conference on Pattern Recognition, 2008.
  11. Eugene Chin Wei Koh, Hanwu Sun, Tin Lay Nwe, Trung Hieu Nguyen, Bin Ma, Eng-Siong Chng, Haizhou Li and Susanto Rahardja, "Speaker Diarization Using Direction of Arrival Estimate and Acoustic Feature Information: The I2R-NTU Submission for the NIST RT 2007 Evaluation", Lecture Notes of Computer Science Vol. 4625, Multimodal Technologies for Perception of Humans, Springer 2008, pp.484-496
  12. Vladimir Pervouchine, Graham Leedham, Haishan Zhong, David Cho, Haizhou Li, "Comparative Study of Several Novel Acoustic Features for Speaker Recognition", in Proceedings of the First International Conference on Biomedical Electronics and Devices, pp. 220-223
  13. Namunu Chinthaka Maddage, Mohan S. Kankanhalli, Haizhou Li: Effectiveness of Signal Segmentation for Music Content Representation. 14th International Multimedia Modeling (MMM) Conference, Lecture Notes in Computer Science Vol. 4903, Kyoto, Japan, January 9-11, 2008, Springer, pp.477-486
  14. Swe Zin Kalayar Khine, Tin Lay Nwe, Haizhou Li, "Exploring Perceptual Based Timbre Feature for Singer Identification", R. Kronland-Martinet, S. Ystad, K. Jensen (eds.) Lecture Notes of Computer Science Vol. 4969, Computer Music Modeling and Retrieval. Sense of Sounds , Springer 2008, pp.159-171
  15. Jinyu Li, Sibel Yaman, Chin-Hui Lee, Bin Ma, Rong Tong, Donglai Zhu, and Haizhou Li, "Language Recognition Based on Score Distribution Feature Vectors and Discriminative Classifier Fusion," Proc. IEEE Odyssey 2006, The Speaker and Language Recognition Workshop, June 28 - 30, 2006, San Juan, Puerto Rico.
  16. Minghui Dong, Kim Teng Lua, and Haizhou Li, "A Unit Selection based Speech Synthesis Approach for Chinese Mandarin Text-to-Speech", International Conference on Chinese Computing (ICCC 2005), 21-23 March 2005, Singapore.
  17. Bin Ma and Haizhou Li, "Spoken Language Identification Using Bag-of-Sounds", International Conference on Chinese Computing (ICCC 2005), 21-23 March 2005, Singapore.
  18. Manickam K and Haizhou Li, "Complexity Analysis of Normal and Deaf Infant Cry Acoustic Waves", 4th International Workshop on Model and Analysis of Vocal Emission for Biomedical Applications (MAVEBA 2005), Florence Italy, ISBN 88-8453-155-1.
  19. Boon Pang Lim, Bin Ma, and Haizhou Li, "Using Semantic Context to Improve Voice Keyword Mining", International Conference on Chinese Computing (ICCC 2005), 21-23 March 2005, Singapore.
  20. Boon Pang Lim, Haizhou Li, and Yu Chen, "Language Identification through Large Vocabulary Continuous Speech Recognition" in International Symposium on Chinese Spoken Language Processing (ISCSLP2004), Hong Kong, Dec 2004.
  21. Yeow Kee Tan, Boon Seong Teoh, Haizhou Li, "A Grapheme to Phoneme Conversion for Standard Malay", International Conference on Speech and Language Technology, O-COCOSDA 2004, 19 November 2004, New Delhi, India.
  22. C.S. Kumar & Haizhou Li, "Language identification System for Multilingual Speech Recognition Systems", The 9th International Conference Speech and Computer SPECOM'2004, 20-22 September 2004, St. Petersburg, Russia.

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