Chi, Tai-Shih
Job title Associate Professor
Name Chi, Tai-Shih
Email tschi@mail.nctu.edu.tw
Office Tel No. 03-5712121 ext. 54537
Research expertise ．Auditory Signal Processing ．Speech Signal Processing ．Audio Perception Coding
laboratory Perception Signal Processing Laboratory
Autobiography
Taishih Chi received the B.S. degree from National Taiwan University, Taiwan, in 1992, and the Ph.D. degrees from the University of Maryland, College Park, in 2003, all in electrical engineering. He joined the Department of Communication Engineering, National Chiao Tung University, Taiwan, in July 2005. His research interests are in neuromorphic auditory modeling, soft computing, and speech/audio analysis.
Year Paper Title
2015 Oct. 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., May. 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., May. 2012
2012 Apr. 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., Mar. 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., Mar. 2012
2011 May. 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., May. 2007
2006 Jul. 2006
2005 Sep. 2005
2005 Aug. 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., May. 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., Jan. 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., Oct. 1999
Year Paper Title
2019 , Apr. 2019
2019 , Apr. 2019
2019 , Apr. 2019
2019 , Mar. 2019
2018 , Nov. 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., Apr. 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., Apr. 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., Apr. 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., Dec. 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., Aug. 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., Jun. 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., Mar. 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., Dec. 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., Oct. 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., Sep. 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., Sep. 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., Aug. 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., Sep. 2015
2015 C.-C. Hsu, J.-T. Chien, and T.-S. Chi, “Layered nonnegative matrix factorization for speech separation,” InterSpeech, pp. 628-632, 2015., Aug. 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., Aug. 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., May. 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., May. 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., Oct. 2014
2014 C.-C. Hsu, J.-T. Chien, and T.-S. Chi, “Binary mask estimation based on frequency modulations,” InterSpeech, pp. 993-997, 2014., Sep. 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., Sep. 2014
2013 K.-L. Huang and T.-S. Chi, “Categorical rating of narrowband Mandarin speech quality,” APSIPA Annual Summit and Conference, 2013., Dec. 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., Sep. 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., Sep. 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., Jul. 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., May. 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., May. 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), Dec. 2012
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.
, May. 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. , Jun. 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., May. 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., May. 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.
, Oct. 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)
, Sep. 2010
2010 M. Elhilali, T.-S. Chi, D. Pressnitzer and S. Shamma, “Auditory cortical models of musical timbre perception,” ECMST-MASA II, 2010.
, Jun. 2010
2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4521-4524, 2009., Apr. 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., Apr. 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., Feb. 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., Feb. 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 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 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 2013-05-09
2013 2013-05-09
2011 2011-07-27
2011 2011-07-27
2011 2011-07-27
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
Internal Honor 2010
External 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