冀泰石
职称 副教授
姓名 冀泰石
电子邮件 tschi@mail.nctu.edu.tw
联络电话 03-5712121 ext. 54537
研究专长 ．听觉讯息处理 ．语音讯号处理 ．音讯感知处理
实验室 感知讯号处理实验室
自传
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.
年度 论文名称
2015 C.-C. Hsu, K.-M. Cheong, T.-S. Chi, and Y. Tsao, “Robust voice activity detection algorithm based on feature of frequency modulation of harmonics and its DSP implementation,” IEICE Trans. Inf. Syst., vol.E98-D, no.10, pp.1808-1817, 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
2012 T.-S. Chi, C.-W. Huang and W.-S. Chou, “A frequency bin-wise nonlinear masking algorithm in convolutive mixtures for speech segregation,” Journal of the Acoustical Society of America, vol. 131, no. 5, pp. EL361-EL367, 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 and Humanized Computing, vol. 3, no. 1, pp. 47-60, 2012., Mar. 2012
2011 T.-S. Chi and C.-C. Hsu, “Multiband analysis and synthesis of spectro-temporal modulations of FFT spectrogram,” Journal of the Acoustical Society of America, vol. 129, no. 5, pp. EL190-EL196, 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 T. Chi and S. Shamma, “Speech restoration from multiscale auditory phase singularities by generalized projections,” IEEE Transactions on Audio, Speech and Language Processing, Jul. 2006, pp. 1179-1192., Jul. 2006
2005 D. N. Zotkin, T. Chi, S. Shamma and R. Duraiswami, “Neuromimetic sound representation for percept detection and manipulation,” EURASIP Journal on advances in Signal Processing, no. 9, pp. 1350-1364, 2005., Sep. 2005
2005 T. Chi, P. Ru and S. Shamma, “Multiresolution spectrotemporal analysis of complex sounds,” Journal of the Acoustical Society of America, Aug. 2005, pp. 887-906., 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
年度 论文名称
2019 T.-Y. Chen, T.-H. Kuo, and T.-S. Chi, “Autoencoding HRTFS for DNN based HRTF personalization using anthropometric features,” Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pp. 271-275, 2019., Apr. 2019
2019 M.-T. Chen, B.-J. Li, and T.-S. Chi, “CNN based two-stage multi-resolution end-to-end model for singing melody extraction,” Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1005-1009, 2019., Apr. 2019
2019 Y.-L. Shen, C.-Y. Huang, S.-S. Wang, Y. Tsao, H.-M. Wang, and T.-S. Chi, “Reinforcement learning based speech enhancement for robust speech recognition,” Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6750-6754, 2019., Apr. 2019
2019 Y.-C. Lee, T.-S. Chi, and C.-H. Yang, “A 2.17mW Acoustic DSP Processor with CNN-FFT Accelerators for Intelligent Hearing Aided Devices,” Proc. of IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), pp. 97-101, 2019., Mar. 2019
2018 Proc. of APSIPA Annual Summit and Conference , pp. 1929-1933, 2018., Nov. 2018" target='_blank'>T.-Y. Chen, P.-W. Hsiao, and T.-S. Chi, "Exploring redundancy of HRTFs for fast training DNN-based HRTF personalization", Proc. of APSIPA Annual Summit and Conference , pp. 1929-1933, 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) , pp. 381-385, 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) , pp. 5179-5183, 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) , pp. 156-160, 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
年度 书名
2013 M. Elhilali, T. Chi, D. Pressnitzer and S. Shamma, “Neural basis of timbre of musical instruments,”
In T. Klouche (Ed.), Mathematical and Computational Musicology. Heidelberg: Springer., 2013/06
计画类别 年度 计画名称 参与人 职称/担任之工作 计画期间 补助/委讬或合作机构
研究计画 2014 开发新式骨导式人工耳蜗－子计画四：以中文语音理解度为考量之骨导式人工耳蜗信号处理策略(3/3) 冀泰石 主持人 2014.05 ~ 2015.04 科技部
研究计画 2013 开发新式骨导式人工耳蜗－子计画四：以中文语音理解度为考量之骨导式人工耳蜗信号处理策略(2/3) 冀泰石 主持人 2013.05 ~ 2014.04 科技部
研究计画 2012 高阶助听器芯片及系统-子计画三：听觉认知讯号处理(3/3) 冀泰石 主持人 2012.08 ~ 2013.07 国科会
研究计画 2012 开发新式骨导式人工耳蜗－子计画四：以中文语音理解度为考量之骨导式人工耳蜗信号处理策略(1/3) 冀泰石 主持人 2012.05 ~ 2013.04 国科会
产学合作计画 2011 无所不在的智慧化资讯与通讯技术-子计画十二：单声道语音分离于自动化语音辨识之应用 冀泰石 主持人 2012.01 ~ 2012.12 中华电信研究所
研究计画 2011 高阶助听器芯片及系统-子计画三：听觉认知讯号处理(2/3) 冀泰石 主持人 2011.08 ~ 2012.07 国科会
产学合作计画 2010 无所不在的智慧化资讯与通讯技术-子计画十一：强健型语音、非语音辨别及语音强化 冀泰石 主持人 2011.01 ~ 2011.12 中华电信研究所
产学合作计画 2010 强健型回音消除算法及DOA判别 冀泰石 主持人 2011.01 ~ 2011.12 智原股份有限公司
研究计画 2010 高阶助听器芯片及系统-子计画三：听觉认知讯号处理(1/3) 冀泰石 主持人 2010.08 ~ 2011.07 国科会
研究计画 2009 运算式听觉场景分析于语音分离之研究 冀泰石 主持人 2009.08 ~ 2010.07 国科会
研究计画 2008 以时、频域多重解析听觉模型为基础之客观语音品质估测(II) 冀泰石 主持人 2008.08 ~ 2009.07 国科会
产学合作计画 2007 适用于电信网络之音质评估MOS技术 冀泰石 主持人 2008.06 ~ 2006.06 中华电信研究所
研究计画 2007 以时、频域多重解析听觉模型为基础之客观语音品质估测 冀泰石 主持人 2007.08 ~ 2008.07 国科会
产学合作计画 2007 Audio and Acoustics for Portable Device Applications 冀泰石 协同主持人 2007.06 ~ 2008.05 环隆电器
研究计画 2006 以时、频域听觉处理为依据之语音强化策略 冀泰石 主持人 2006.08 ~ 2007.07 国科会
研究计画 2006 多重解析之听觉表征图中的相位特异点在语者辨识上之应用 冀泰石 主持人 2006.02 ~ 2006.07 国科会
产学合作计画 2005 Audio and Speech Processing for Cellular Phone Application 冀泰石 协同主持人 2005.08 ~ 2006.07 联发科技公司
发表日期 专利名称
2017/09/01 冀泰石，徐忠谦，林泽恩，陈建宏，陈奕丞，“消除非稳态性噪声方法”，中华民国发明专利。(申请号：103134971)
2017/09/01 冀泰石，徐忠谦，林泽恩，陈建宏，陈奕丞，“基于联合时频域特征之语音识别系统及其方法”，中华民国发明专利。(专利号：I 520131；授权日2016/02/01)
2017/09/01 冀泰石，黄冠郎，颜廷宇，陈建宏，杨仲捷，“以感知参数为基础之客观语音品质估测方法”，中华民国发明专利(专利号I 407431)，中华人民共和国发明专利(专利号ZL200910261011.4)。
年度 名称 发表日期 全部作者
2013 徐忠谦,林泽恩,张家铭,冀泰石,“强健型语音、非语音辨别及语音强化,” 中华电信研究所, Project Report, 2011. 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年09月 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年05月 2013-06-06
2013 徐忠谦,林泽恩,张家铭,冀泰石,“单声道语音分离于自动化语音辨识之应用,” 中华电信研究所, Project Report, 2012. 2013-05-09
2013 黄冠郎,周文胜,徐忠谦,冀泰石,“强健型消除回音算法及DOA侦测,” Faraday Inc., Project Report, 2011. 2013-05-09
2011 馀尚儒,冀泰石,“侵入式客观语音品质测量报告,” 环隆电气 Project Report, 2008. 2011-07-27
2011 黄冠郎, 冀泰石,“ 适用于电信网路之音质评估MOS 技术,” 中华电信研究所
RAM970450(R977047) Project Report, 2009.		 2011-07-27
2011 白明宪,冀泰石,曾毓忠,黄志方,“數位家庭之声音与音樂创意,” 交大艺术与创意科技研究群
Project Report, 2010.		 2011-07-27
实验室名称 位置
感知讯号处理实验室 工四馆711
国家 学校名称 系所 学位 期间
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
服务机关名称 单位 职务 期间
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
类别 年度 奖项名称 颁奖单位
校外荣誉事项 2016 指导陈祖昊同学荣获美律实业第七届「电声论文奖」之电声工程特别奖 美律实业
校外荣誉事项 2015 指导徐忠谦同学荣获中华民国计算语言学会第十五届「博士论文奖」之优等奖 中华民国计算语言学会
校外荣誉事项 2015 指导徐忠谦同学荣获美律实业第六届「电声论文奖」之银质奖 美律实业
校内荣誉事项 2014 电机学院103学年度杰出教学奖 电机学院
校外荣誉事项 2012 指导黄冠郎同学荣获「ISCSLP 2012」Best Student Paper Award 中国语言学会语音学分会
校内荣誉事项 2011 99学年度交通大学优良教师 课务组
校内荣誉事项 2010 98学年度交通大学优良教师
校外荣誉事项 2010 指导叶蓝霙同学荣登「Interspeech 2010」Best Student Paper Award Shortlist International Speech Communication Association
校内荣誉事项 2009 97学年度绩效特优导师
校外荣誉事项 1995 Graduate School Fellowship University of Maryland at College Park
校外荣誉事项 1994 Graduate School Fellowship University of Maryland at College Park