Chi, Tai-Shih
Professor and Associate Chairman
Vice Chairman
Name Chi, Tai-Shih
Office Tel No. 03-5712121 ext. 54537
Email tschi@mail.nctu.edu.tw
Job title Associate Professor and Associate Chairman
研究專長 ．Auditory Signal Processing ．Speech Signal Processing ．Audio Perception Coding
Responsible for Assist the Chair to deal with Department Affairs.
Responsible for business Assist the Chair to deal with Department Affairs.
Year Paper Title
2015
2012 T.-S. Chi, T.-H. Lin, and C.-C. Hsu, “Spectro-temporal modulation energy based mask for robust speaker identification,” Journal of the Acoustical Society of America, vol. 131, no. 5, pp. EL368-EL374, 2012." target='_blank'>T.-S. Chi, T.-H. Lin, and C.-C. Hsu, “Spectro-temporal modulation energy based mask for robust speaker identification,” Journal of the Acoustical Society of America, vol. 131, no. 5, pp. EL368-EL374, 2012.
2012
2012 T.-S. Chi, L.-Y. Yeh and C.-C. Hsu, “Robust emotion recognition by spectro-temporal modulation statistic features,” Journal of Ambient Intelligence & Humanized Computing, vol. 3, no. 1, pp. 47-60, 2012." target='_blank'>T.-S. Chi, L.-Y. Yeh and C.-C. Hsu, “Robust emotion recognition by spectro-temporal modulation statistic features,” Journal of Ambient Intelligence & Humanized Computing, vol. 3, no. 1, pp. 47-60, 2012.
2011
2007 M. Elhilali, J. Fritz, T. Chi and S. Shamma, "Auditory cortical receptive fields: Stable entities with plastic abilities", Journal of Neuroscience, vol. 27, no. 39, pp. 10372-10382, 2007.
2006
2005
2005
2003 M. Elhilali, T. Chi and S. Shamma, "A spectro-temporal modulation index (STMI) for assessment of speech intelligibility", Speech Communication, vol.41, no 2-3, pp 331-348, 2003.
2003 P. Ru, T. Chi and S. Shamma, "The synergy between speech production and perception", Journal of the Acoustical Society of America, vol. 113, no.1, pp 498-515, 2003.
1999 T. Chi, Y. Gao, M. C. Guyton, P. Ru and S. Shamma, "Spectro-temporal modulation transfer functions and speech intelligibility", Journal of the Acoustical Society of America, vol. 106, no. 5, pp 2719-2732, 1999.
Year Paper Title
2019
2019
2019
2019
2018
2018 H. Chou, M.-T. Chen, and T.-S. Chi, “A hybrid neural network based on the duplex model of pitch perception for singing melody extraction,” Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2018.
2018 Y.-W. Lo, Y.-L. Shen, Y.-F. Liao, and T.-S. Chi, “A generative auditory model embedded neural network for speech processing,” Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2018.
2018 Y.-J. Luo, M.-T. Chen, T.-S. Chi, and L. Su, “Singing voice correction using canonical time warping,” Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2018.
2017 C.-Y. Lai, Y.-W. Lo, Y.-L. Shen, and T.-S. Chi, “Plastic multi-resolution auditory model based neural network for speech enhancement,” Proc. of APSIPA Annual Summit and Conference , 2017.
2017 T.-C. Wu, T.-S. Chi, and C.-F. Lee, “Simulations of high-frequency vocoder on Mandarin speech recognition for acoustic hearing preserved cochlear implant,” Proc. of Annual Conference of International Speech Communication Association (InterSpeech), pp. 196-200, 2017.
2017 X.-H. Qian, Y.-C. Wu, T.-Y. Yang, C.-H. Cheng, H.-C. Chu, W.-H. Cheng, T.-Y. Yen,T.-H. Lin, Y.-J. Lin, Y.-C. Lee, J.-H. Chang, S.-T. Lin, S.-H. Li, T.-C. Wu, C.-C. Huang, C.-F. Lee, C.-H. Yang, C.-C. Hung, T.-S. Chi, C.-H. Liu, M.-D. Ker, and C.-Y. Wu, “A Bone-Guided Cochlear Implant CMOS Microsystem Preserving Acoustic Hearing,” Proc. Int. Symposium on VLSI Circuits (VLSI Circuits), pp. C46-C47, 2017.
2017 T.-H. Chen, C. Huang, and T.-S. Chi, “Dereverberation based on bin-wise temporal variations of complex spectrogram,” Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5635-5639, 2017.
2016 C.-H. Lin, K.-M. Cheong, M.-C. Huang, M.-Y. Chen, C.-K. Chang, and T.-S. Chi, “Acoustic scene change detection by spectro-temporal filtering on spectrogram using chirps,” Proc. of APSIPA Annual Summit and Conference, 2016.
2016 Y.-T. Chen, T.-H. Chen, M.-C. Huang, and T.-S. Chi, “Interaural coherence induced ideal binary mask for binaural speech separation and dereverberation,” Proc. of International Symposium on Chinese Spoken Language Processing (ISCSLP), 2016.
2016 K.-M. Cheong, Y.-Y. Wang and T.-S. Chi, “A spectral modulation sensitivity weighted pre-emphasis filter for active noise control system,” Interspeech, pp. 2572-2576, 2016.
2016 C.-C. Hsu, J.-T. Chien, and T.-S. Chi, “Discriminative layered nonnegative matrix factorization for speech separation,” Interspeech, pp. 560-564, 2016.
2016 K.-C. Hsu, C.-S. Lin , and T.-S. Chi, “Sparse coding based music genre classification using spectro-temporal modulations,” ISMIR, pp. 744-750, 2016.
2015 Y.-J. Luo, Li Su, Y.-H. Yang, and T.-S. Chi, “Detection of common mistakes in novice violin playing,” ISMIR, pp. 316-322, 2015.
2015 C.-C. Hsu, J.-T. Chien, and T.-S. Chi, “Layered nonnegative matrix factorization for speech separation,” InterSpeech, pp. 628-632, 2015.
2015 F. Z. Yen, M.-C. Huang, and T.-S. Chi, “A two-stage singing voice separation algorithm using spectro-temporal modulation features,” InterSpeech, pp. 3321-3324, 2015.
2015 P.-C. Tsai, S.-T. Lin, W.-C. Lee, C.-C. Hsu, T.-S. Chi, and C.-F. Lee, “A hearing model to estimate Mandarin speech intelligibility for the hearing impaired patients,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5848-5852, 2015.
2015 C.-C. Hsu, K.-M. Cheong, J.-T. Chien, and T.-S. Chi, “Modulation Wiener filter for improving speech intelligibility,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 370-374, 2015.
2014 F. Yen, Y.-J. Luo and T.-S. Chi, “Singing voice separation using spectro-temporal modulation features,” International Society for Music Information Retrieval (ISMIR), pp. 617-622, 2014.
2014 C.-C. Hsu, J.-T. Chien, and T.-S. Chi, “Binary mask estimation based on frequency modulations,” InterSpeech, pp. 993-997, 2014.
2014 C.-C. Hsu, K.-M. Cheong, and T.-S. Chi, “A non-uniformly distributed three-microphone array for speech enhancement in directional and diffuse noise field” International Symposium on Chinese Spoken Language Processing (ISCSLP), pp. 574-578, 2014.
2013 K.-L. Huang and T.-S. Chi, “Categorical rating of narrowband Mandarin speech quality,” APSIPA Annual Summit and Conference, 2013.
2013 T.-E. Lin, C.-C. Hsu, J.-H. Chen and T.-S. Chi, “Spectro-temporal modulation based singing detection combined with pitch-based grouping for singing voice separation,” InterSpeech, pp. 2920-2923, 2013.
2013 W.-L. Chuang, K.-M. Cheong, C.-C. Hsu and T.-S. Chi, “Spectral modulation sensitivity based perceptual acoustic echo cancellation,” InterSpeech, pp. 3269-3273, 2013.
2013 C.-Y. Yang, W.-S. Chou, K.-C. Chang, C.-W. Liu, T.-S. Chi and S.-J. Jou, “Spatial-cue based multi-band binaural noise reduction for hearing aids,” IEEE Workshop on Signal Processing Systems, 2013.
2013 W.-S. Chou and T.-S. Chi, “A precedence effect based far-field DoA estimation algorithm,” IEEE International Symposium on Circuits and Systems (ISCAS), pp. 2175-2178, 2013.
2013 C.-C. Hsu, T.-E. Lin, J.-H. Chen and T.-S. Chi, “Voice activity detection based on frequency modulation of harmonics,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6679-6683, 2013.
2012 K.-L. Huang and T.-S. Chi, “TDOA information based VAD for robust speech recognition in directional and diffuse noise field,” International Symposium on Chinese Spoken Language Processing (ISCSLP), pp. 126-130, 2012. (Best Student Paper Award)
2012 C.-C. Hsu, T.-E. Lin, J.-H. Chen and T.-S. Chi, “Spectro-temporal subband Wiener filter for speech enhancement,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4001-4004, 2012.
2011 Y. Fan-Chiang, C.-W. Huang, T.-S. Chi and S.-J. Jou, “Low power InfomaxICA with compensation strategy for binaural hearing-aid,” IEEE International Symposium on Circuits and Systems (ISCAS), pp. 2083-2086, 2011.
2011 C.-C. Hsu, T.-H. Lin and T.-S. Chi, “FFT based spectro-temporal analysis and synthesis of sounds,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5388-5391, 2011.
2011 W.-S. Chou, K-M. Cheong and T.-S. Chi, “A binaural algorithm for space and pitch detection,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4976-4979, 2011.
2010 T.-H. Lin, C.-C. Hsu and T.-S. Chi, “Spectro-temporal smoothed auditory spectra for robust speaker identification,” International Symposium on Chinese Spoken Language Processing (ISCSLP), pp. 313-317, 2010.
2010 L.-Y. Yeh, T.-S. Chi, “Spectro-temporal modulations for robust speech emotion recognition,” Interspeech, pp.789-792, 2010. (Best Student Paper Award Shortlist)
2010 M. Elhilali, T.-S. Chi, D. Pressnitzer and S. Shamma, “Auditory cortical models of musical timbre perception,” ECMST-MASA II, 2010.
2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4521-4524, 2009." target='_blank'>T.-Y. Yen, J.-H. Chen and T.-S. Chi, "Perception-based objective speech quality assessment", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4521-4524, 2009.
2005 M. Elhilali, T. Chi, J. B. Fritz and S. Shamma, "The other side of the coin of cortical plasticity: Receptive field stability in ferret A1", Mid-Winter ARO (Association for Research in Otolaryngology) Conference,, 2005.
2000 S. Shamma, T. Chi, Y. Gao, and M. C. Guyton, "Spectro-temporal modulation index and speech intelligibility", Mid-Winter ARO (Association for Research in Otolaryngology) Conference, 2000.
Year
2013
Project Category Year Project Title Participator Job Title Period Unit
Research Projects 2014 Chi, Tai-Shih 2014.05 ~ 2015.04
Research Projects 2013 Chi, Tai-Shih 2013.05 ~ 2014.04
Research Projects 2012 Chi, Tai-Shih 2012.08 ~ 2013.07
Research Projects 2012 Chi, Tai-Shih 2012.05 ~ 2013.04
Industrial Collaboration 2011 Chi, Tai-Shih 2012.01 ~ 2012.12
Research Projects 2011 Chi, Tai-Shih 2011.08 ~ 2012.07
Industrial Collaboration 2010 Chi, Tai-Shih 2011.01 ~ 2011.12
Industrial Collaboration 2010 Chi, Tai-Shih 2011.01 ~ 2011.12
Research Projects 2010 Chi, Tai-Shih 2010.08 ~ 2011.07
Research Projects 2009 Chi, Tai-Shih 2009.08 ~ 2010.07
Research Projects 2008 Chi, Tai-Shih 2008.08 ~ 2009.07
Industrial Collaboration 2007 Chi, Tai-Shih 2008.06 ~ 2006.06
Research Projects 2007 2007.08 ~ 2008.07
Industrial Collaboration 2007 Chi, Tai-Shih 2007.06 ~ 2008.05
Research Projects 2006 2006.08 ~ 2007.07
Research Projects 2006 2006.02 ~ 2006.07
Industrial Collaboration 2005 2005.08 ~ 2006.07
Publish Date Patent Title
2017/09/01
2017/09/01
2017/09/01
Year Research Title Publish Date Authors
2013 T. Chi, "Computational Spectro-temporal Auditory Model with Applications to Acoustical Information Processing", Ph. D. dissertation, University of Maryland, College Park, 2003. 2013-06-06
2013 T. Chi, "Application of auditory representations on speaker identification", ISR Report M.S.97-9, Institute for Systems Research, University of Maryland, College Park,, 1997. 2013-06-06
2013 2013-06-06
2013 2013-05-09
2013 2013-05-09
2011 2011-07-27
2011 2011-07-27
2011 2011-07-27
Year Lab Title Location
Perception Signal Processing Laboratory ED-711
Country School Name Department Degree Duration
USA　 University of Maryland at College Park Electrical Engineering Ph.D.　 1997.09 ~ 2003.05
R.O.C National Taiwan University Electrical Engineering B.S. 1988.09 ~ 1992.06
Organization Title Department Job Title Duration
University of Maryland Center for Auditory and Acoustic Research Post-Doctoral Research Associate 2003.08 ~ 2005.06
University of Maryland Institute for Systems Research Research Assistant 1996.08 ~ 2003.05
Honor Category Year Award Name Awarding Unit
External Honor 2016
External Honor 2015
External Honor 2015
Internal Honor 2014
External Honor 2012
Internal Honor 2011
External Honor 2010
Internal Honor 2010
Internal Honor 2009
External Honor 1995 Graduate School Fellowship University of Maryland at College Park
External Honor 1994 Graduate School Fellowship University of Maryland at College Park