冀泰石
職稱 副教授
姓名 冀泰石
電子郵件 tschi@mail.nctu.edu.tw
聯絡電話 03-5712121 ext. 54537
研究專長 ．聽覺訊息處理 ．語音訊號處理 ．音訊感知處理
實驗室 感知訊號處理實驗室
自傳
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 論文名稱
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 論文名稱
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 書名
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
計畫類別 年度 計畫名稱 參與人 職稱/擔任之工作 計畫期間 補助/委託或合作機構
研究計畫 2014 開發新式骨導式人工耳蝸－子計畫四：以中文語音理解度為考量之骨導式人工耳蝸信號處理策略(3/3) 冀泰石 主持人 2014.05 ~ 2015.04 科技部
研究計畫 2013 開發新式骨導式人工耳蝸－子計畫四：以中文語音理解度為考量之骨導式人工耳蝸信號處理策略(2/3) 冀泰石 主持人 2013.05 ~ 2014.04 科技部
研究計畫 2012 高階助聽器晶片及系統-子計畫三：聽覺認知訊號處理(3/3) 冀泰石 主持人 2012.08 ~ 2013.07 國科會
研究計畫 2012 開發新式骨導式人工耳蝸－子計畫四：以中文語音理解度為考量之骨導式人工耳蝸信號處理策略(1/3) 冀泰石 主持人 2012.05 ~ 2013.04 國科會
產學合作計畫 2011 無所不在的智慧化資訊與通訊技術-子計畫十二：單聲道語音分離於自動化語音辨識之應用 冀泰石 主持人 2012.01 ~ 2012.12 中華電信研究所
研究計畫 2011 高階助聽器晶片及系統-子計畫三：聽覺認知訊號處理(2/3) 冀泰石 主持人 2011.08 ~ 2012.07 國科會
產學合作計畫 2010 無所不在的智慧化資訊與通訊技術-子計畫十一：強健型語音、非語音辨別及語音強化 冀泰石 主持人 2011.01 ~ 2011.12 中華電信研究所
產學合作計畫 2010 強健型回音消除演算法及DOA判別 冀泰石 主持人 2011.01 ~ 2011.12 智原股份有限公司
研究計畫 2010 高階助聽器晶片及系統-子計畫三：聽覺認知訊號處理(1/3) 冀泰石 主持人 2010.08 ~ 2011.07 國科會
研究計畫 2009 運算式聽覺場景分析於語音分離之研究 冀泰石 主持人 2009.08 ~ 2010.07 國科會
研究計畫 2008 以時、頻域多重解析聽覺模型為基礎之客觀語音品質估測(II) 冀泰石 主持人 2008.08 ~ 2009.07 國科會
產學合作計畫 2007 適用於電信網路之音質評估MOS技術 冀泰石 主持人 2008.06 ~ 2006.06 中華電信研究所
研究計畫 2007 以時、頻域多重解析聽覺模型為基礎之客觀語音品質估測 冀泰石 主持人 2007.08 ~ 2008.07 國科會
產學合作計畫 2007 Audio and Acoustics for Portable Device Applications 冀泰石 協同主持人 2007.06 ~ 2008.05 環隆電器
研究計畫 2006 以時、頻域聽覺處理為依據之語音強化策略 冀泰石 主持人 2006.08 ~ 2007.07 國科會
研究計畫 2006 多重解析之聽覺表徵圖中的相位特異點在語者辨識上之應用 冀泰石 主持人 2006.02 ~ 2006.07 國科會
產學合作計畫 2005 Audio and Speech Processing for Cellular Phone Application 冀泰石 協同主持人 2005.08 ~ 2006.07 聯發科技公司
發表日期 專利名稱
2017/09/01 冀泰石，徐忠謙，林澤恩，陳建宏，陳奕丞，“消除非穩態性雜訊方法”，中華民國發明專利。(申請號：103134971)
2017/09/01 冀泰石，徐忠謙，林澤恩，陳建宏，陳奕丞，“基於聯合時頻域特徵之語音識別系統及其方法”，中華民國發明專利。(專利號：I 520131；授權日2016/02/01)
2017/09/01 冀泰石，黃冠郎，顏廷宇，陳建宏，楊仲捷，“以感知參數為基礎之客觀語音品質估測方法”，中華民國發明專利(專利號I 407431)，中華人民共和國發明專利(專利號ZL200910261011.4)。
年度 名稱 發表日期 全部作者
2013 徐忠謙,林澤恩,張家銘,冀泰石,“強健型語音、非語音辨別及語音強化,” 中華電信研究所, 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 徐忠謙,林澤恩,張家銘,冀泰石,“單聲道語音分離於自動化語音辨識之應用,” 中華電信研究所, Project Report, 2012. 2013-05-09
2013 黃冠郎,周文勝,徐忠謙,冀泰石,“強健型消除回音演算法及DOA偵測,” Faraday Inc., Project Report, 2011. 2013-05-09
2011 余尚儒,冀泰石,“侵入式客觀語音品質測量報告,” 環隆電氣 Project Report, 2008. 2011-07-27
2011 黃冠郎, 冀泰石,“ 適用於電信網路之音質評估MOS 技術,” 中華電信研究所
RAM970450(R977047) Project Report, 2009.		 2011-07-27
2011 白明憲,冀泰石,曾毓忠,黃志方,“數位家庭之聲音與音樂創意,” 交大藝術與創意科技研究群
Project Report, 2010.		 2011-07-27
實驗室名稱 位置
感知訊號處理實驗室 工四館711
國家 學校名稱 系所 學位 期間
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
服務機關名稱 單位 職務 期間
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
類別 年度 獎項名稱 頒獎單位
校外榮譽事項 2016 指導陳祖昊同學榮獲美律實業第七屆「電聲論文獎」之電聲工程特別獎 美律實業
校外榮譽事項 2015 指導徐忠謙同學榮獲中華民國計算語言學會第十五屆「博士論文獎」之優等獎 中華民國計算語言學會
校外榮譽事項 2015 指導徐忠謙同學榮獲美律實業第六屆「電聲論文獎」之銀質獎 美律實業
校內榮譽事項 2014 電機學院103學年度傑出教學獎 電機學院
校外榮譽事項 2012 指導黃冠郎同學榮獲「ISCSLP 2012」Best Student Paper Award 中國語言學會語音學分會
校內榮譽事項 2011 99學年度交通大學優良教師 課務組
校內榮譽事項 2010 98學年度交通大學優良教師
校外榮譽事項 2010 指導葉藍霙同學榮登「Interspeech 2010」Best Student Paper Award Shortlist International Speech Communication Association
校內榮譽事項 2009 97學年度績效特優導師
校外榮譽事項 1995 Graduate School Fellowship University of Maryland at College Park
校外榮譽事項 1994 Graduate School Fellowship University of Maryland at College Park