Tan Tien Ping, Dr.

  • TanTienPeng  


  • Senior Lecturer

    Email : This email address is being protected from spambots. You need JavaScript enabled to view it.

    Tel : +604 653 4386
    Fax : +604 653 3335
    Room : 522

    School of Computer Sciences, Universiti Sains Malaysia, 11800 USM, Pulau Pinang

    Research Cluster

    Data To Knowledge



  • Research Interest

    • Automatic speech recognition
    • Language recognition
    • Speaker recognition
    • Speech search
    • Machine translation
    • Natural language processing

    Specialization

    • Automatic speech recognition
    • Language recognition

Qualifications

BCompSc. (Hons) Universiti Sains Malaysia, Malaysia
MSc. Universiti Sains Malaysia, Malaysia
PhD. Université Joseph Fourier, France

 

Interests

Automatic speech recognition, language recognition, speaker recognition, speech search, machine translation and natural language processing 

 

Projects

Malay Pronunciation Modeling : Language Identification, Pronunciation Rules and Foreign Word Modeling

Acoustic Modeling of Code Switching Speech for Automatic Speech Recognition System

Modeling Translation Rules Using Deep Neural Network in Machine Translation

MaDiTS: Malay Dialect Translation And Synthesis System

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Publications

2020

Lim, S.L.O., Lim, H.M., Tan, E.K., Tan, T.-P. Examining Machine Learning Techniques in Business News Headline Sentiment Analysis (2020) Lecture Notes in Electrical Engineering, 603, pp. 363-372. DOI: 10.1007/978-981-15-0058-9_35

2018

Yeong, Y.-L., Tan, T.-P., Gan, K.H., Mohammad, S.K. Hybrid machine translation with multi-source encoder-decoder long short-term memory in English-Malay translation (2018) International Journal on Advanced Science, Engineering and Information Technology, 8 (2-Apr), pp. 1446-1452. DOI:

2017

Alrababah, S.A.A., Gan, K.H., Tan, T.-P. Mining opinionated product features using WordNet lexicographer files (2017) Journal of Information Science, 43 (6), pp. 769-785. DOI: 10.1177/0165551516667651

Draman, M., Tee, D.C., Lambak, Z., Yahya, M.R., Mohd Yusoff, M.I., Ibrahim, S.H., Saidon, S., Abu Haris, N., Tan, T.P. Malay speech corpus of telecommunication call center preparation for ASR (2017) 2017 5th International Conference on Information and Communication Technology, ICoIC7 2017, , pp. -. DOI: 10.1109/ICoICT.2017.8074675

Alrababah, S.A.A., Gan, K.H., Tan, T.-P. Comparative analysis of MCDM methods for product aspect ranking: TOPSIS and VIKOR (2017) 2017 8th International Conference on Information and Communication Systems, ICICS 2017, , pp. 76-81. DOI: 10.1109/IACS.2017.7921949

Alrababah, S.A.A.A., Gan, K.H., Tan, T.-P. Product aspect ranking using sentiment analysis and TOPSIS (2017) 2016 3rd International Conference on Information Retrieval and Knowledge Management, CAMP 2016 - Conference Proceedings, , pp. 13-19. DOI: 10.1109/INFRKM.2016.7806327

Khaw, Y.-M.J., Tan, T.-P., Ranaivo-Malan�on, B. Automatic phoneme identification for Malay dialects (2017) Journal of Telecommunication, Electronic and Computer Engineering, 9 (9-Feb), pp. 85-94. DOI:

Tan, T.-P., Ranaivo-Malan�on, B., Besacier, L., Yeong, Y.-L., Gan, K.H., Tang, E.K. Evaluating lstm networks, hmm and wfst in Malay part-of-speech tagging (2017) Journal of Telecommunication, Electronic and Computer Engineering, 9 (9-Feb), pp. 79-83. DOI:

2016

Yeong, Y.-L., Tan, T.-P., Mohammad, S.K. Using Dictionary and Lemmatizer to Improve Low Resource English-Malay Statistical Machine Translation System (2016) Procedia Computer Science, 81, pp. 243-249. DOI: 10.1016/j.procs.2016.04.056

2015

Lyu, D.-C., Tan, T.-P., Chng, E.-S., Li, H. Mandarin–English code-switching speech corpus in South-East Asia: SEAME (2015) Language Resources and Evaluation, 49 (3), pp. 581-600. DOI: 10.1007/s10579-015-9303-x

Khalaf, Z.A., Tan, T.-P., Wong, L.-P. A grapheme and phone rescoring combination system for Malay broadcast news recognition (2015) 2015 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 - Proceedings, , pp. 353-357. DOI: 10.1109/ChinaSIP.2015.7230423

Jasmina Khaw, Y.-M., Tan, T.-P. A fast adaptation technique for building dialectal malay speech synthesis acoustic model (2015) Jurnal Teknologi, 77 (19), pp. 57-66. DOI: 10.11113/jt.v77.6514

Juan, S.S., Besacier, L., Lecouteux, B., Tan, T.-P. Merging of native and non-native speech for low-resource accented ASR (2015) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9449, pp. 255-266. DOI: 10.1007/978-3-319-25789-1_24

Khalaf, Z.A., Tan, T.-P., Wong, L.-P., Ahmed, B.H. A. A system combination for malay broadcast news transcription (2015) Jurnal Teknologi, 77 (19), pp. 35-44. DOI: 10.11113/jt.v77.6511

2014

Wong, L.-P., Khader, A.T., Al-Betar, M.A., Tan, T.-P. Solving asymmetric traveling salesman problems using a generic bee colony optimization framework with insertion local search (2014) International Conference on Intelligent Systems Design and Applications, ISDA, , pp. 20-27. DOI: 10.1109/ISDA.2013.6920757

Wun, M.H., Wong, L.-P., Khader, A.T., Tan, T.-P. A bee colony optimization with automated parameter tuning for sequential ordering problem (2014) 2014 4th World Congress on Information and Communication Technologies, WICT 2014, , pp. 314-319. DOI: 10.1109/WICT.2014.7077286

Juan, S.S., Besacier, L., Lecouteux, B., Tan, T.-P. Using closely-related language to build an ASR for a very under-resourced language: Iban (2014) Oriental COCOSDA 2014 - 17th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment / CASLRE (Conference on Asian Spoken Language Research and Evaluation), , pp. -. DOI: 10.1109/ICSDA.2014.7051423

Khaw, Y.-M.J., Tan, T.-P. Hybrid approach for aligning parallel sentences for languages without a written form using standard Malay and Malay dialects (2014) Proceedings of the International Conference on Asian Language Processing 2014, IALP 2014, , pp. 170-174. DOI: 10.1109/IALP.2014.6973524

Yeong, Y.-L., Tan, T.-P. Language identification of code switching sentences and multilingual sentences of under-resourced languages by using multi structural word information (2014) Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, , pp. 3052-3055. DOI:

Tan, T.-P., Besacier, L., Lecouteux, B. Acoustic model merging using acoustic models from multilingual speakers for automatic speech recognition (2014) Proceedings of the International Conference on Asian Language Processing 2014, IALP 2014, , pp. 42-45. DOI: 10.1109/IALP.2014.6973492

2013

Yow, F.K., Tan, T.-P. Broadcast news story clustering via term and sentence matching (2013) Proceedings - 2013 International Conference on Asian Language Processing, IALP 2013, , pp. 215-219. DOI: 10.1109/IALP.2013.62

Hong, K.S., Tan, T.-P., Tang, E.K. Improving the accuracy of large vocabulary continuous speech recognizer using dependency parse tree and chomsky hierarchy in lattice rescoring (2013) Proceedings - 2013 International Conference on Asian Language Processing, IALP 2013, , pp. 167-170. DOI: 10.1109/IALP.2013.53

Chong, T.Y., Xiao, X., Xu, H., Tan, T.-P., Chau-Khoa, P., Lyu, D.-C., Chng, E.S., Li, H. The development and analysis of a Malay broadcasr news corpus (2013) 2013 International Conference Oriental COCOSDA Held Jointly with 2013 Conference on Asian Spoken Language Research and Evaluation, O-COCOSDA/CASLRE 2013, , pp. -. DOI: 10.1109/ICSDA.2013.6709862

Aleqili, Z.A.K., Tan, T.P. Unsupervised identification of story boundaries in malay spoken broadcast news (2013) Journal of Emerging Technologies in Web Intelligence, 5 (1), pp. 28-34. DOI: 10.4304/jetwi.5.1.28-34

2012

Lim, C.K., Tan, T.P., Tan, K.L., Talib, A.Z. Randomized psychoacoustic model for mobile, panoramic, heritage-viewing applications (2012) Proceedings - VRCAI 2012: 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry, , pp. 315-322. DOI: 10.1145/2407516.2407588

Chong, T.Y., Xiao, X., Tan, T.-P., Chng, E.S., Li, H. Collection and annotation of Malay conversational speech corpus (2012) Proceedings of the 2012 International Conference on Speech Database and Assessments, Oriental COCOSDA 2012, , pp. 30-35. DOI: 10.1109/ICSDA.2012.6422473

Khaw, Y.M., Tan, T.P. Pronunciation modeling for Malaysian English (2012) Proceedings - 2012 International Conference on Asian Language Processing, IALP 2012, , pp. 153-156. DOI: 10.1109/IALP.2012.72

Ahmed, B.H.A., Tan, T.-P. Automatic speech recognition of code switching speech using 1-best rescoring (2012) Proceedings - 2012 International Conference on Asian Language Processing, IALP 2012, , pp. 137-140. DOI: 10.1109/IALP.2012.28

Juan, S.S., Besacier, L., Tan, T.-P. Analysis of malay speech recognition for different speaker origins (2012) Proceedings - 2012 International Conference on Asian Language Processing, IALP 2012, , pp. 229-232. DOI: 10.1109/IALP.2012.23

Tan, T.-P., Goh, S.-S., Khaw, Y.-M. A malay dialect translation and synthesis system: Proposal and preliminary system (2012) Proceedings - 2012 International Conference on Asian Language Processing, IALP 2012, , pp. 109-112. DOI: 10.1109/IALP.2012.14

2011

Ahmed, B.H.A., Tan, T.-P. Non-native accent pronunciation modeling in automatic speech recognition (2011) Proceedings - 2011 International Conference on Asian Language Processing, IALP 2011, , pp. 224-227. DOI: 10.1109/IALP.2011.65

Yeong, Y.-L., Tan, T.-P. Applying grapheme, word, and syllable information for language identification in code switching sentences (2011) Proceedings - 2011 International Conference on Asian Language Processing, IALP 2011, , pp. 111-114. DOI: 10.1109/IALP.2011.34

Khalaf, Z.A., Alabbas, M., Tan, T.-P. BASRAH: Arabic verses meters identification system (2011) Proceedings - 2011 International Conference on Asian Language Processing, IALP 2011, , pp. 41-44. DOI: 10.1109/IALP.2011.19

2010

Lyu, D.-C., Tan, T.-P., Chng, E.-S., Li, H. SEAME: A Mandarin-English code-switching speech corpus in South-East Asia (2010) Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010, , pp. 1986-1989. DOI:

Quénot, G., Tan, T.P., Le, V.B., Ayache, S., Besacier, L., Mulhem, P. Recherche par le contenu dans des documents audiovisuels multilingues (2010) Document Numerique, 13 (1), pp. 229-246. DOI: 10.3166/dn.13.1.229-246

Quénot, G., Tan, T.P., Le, V.B., Ayache, S., Besacier, L., Mulhem, P. Content-based search in multilingual audiovisual documents using the International Phonetic Alphabet (2010) Multimedia Tools and Applications, 48 (1), pp. 123-140. DOI: 10.1007/s11042-009-0377-6

2009

Tan, T.-P., Xiao, X., Tang, E.K., Chng, E.S., Li, H. MASS: A Malay language LVCSR corpus resource (2009) 2009 Oriental COCOSDA International Conference on Speech Database and Assessments, ICSDA 2009, , pp. 25-30. DOI: 10.1109/ICSDA.2009.5278382

Quénot, G., Tan, T.P., Le, V.B., Ayache, S., Besacier, L., Mulhem, P. Content retrieval in multilingual audiovisual documents [Recherche par le contenu dans des documents audiovisuels multilingues] (2009) CORIA 2009: Actes de la Sixieme Conference Francophone en Recherche d'Information et Applications - Proceedings of the Sixth French Conference on Information Retrieval and Applications, , pp. 67-82. DOI:

Quénot, G., Tan, T.P., Bac, L.V., Ayache, S., Besacier, L., Mulhem, P. Content-based search in multilingual audiovisual documents using the international phonetic alphabet (2009) 7th International Workshop on Content-Based Multimedia Indexing, CBMI 2009, , pp. 150-155. DOI: 10.1109/CBMI.2009.42

2008

Tan, T.-P., Besacier, L. Improving pronunciation modeling for non-native speech recognition (2008) Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, , pp. 1801-1804. DOI:

2007

Tan, T.-P., Besacier, L. Modeling context and language variation for non-native speech recognition (2007) Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 1, pp. 81-84. DOI:

Tan, T.-P., Besacier, L. Acoustic model interpolation for non-native speech recognition (2007) ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 4, pp. IV1009-IV1012. DOI: 10.1109/ICASSP.2007.367243

2006

Tan, T.-P., Besacier, L. A French non-native corpus for automatic speech recognition (2006) Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2006, , pp. 1610-1613. DOI:

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