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國立臺北科技大學 學術資源網

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蔡偉和教授WEI-HO TSAI

633612707
現職：
臺北科大／電子工程系
聯絡方式：
分機：02-27712171 ext. 2257
網站連結：
  • 國立交通大學 電信工程研究所 博士 1997/09至 2001/06
  • 國立臺北科技大學電子系 系主任 2020/08至2023/07
  • 國立臺北科技大學 校務研究中心主任 2019/11至2020/10
  • 國立臺北科技大學 副教務長兼教學資源中心主任 2017/08至2019/07
  • 國立臺北科技大學電子系 教授 2012/08至今
  • 國立臺北科技大學電子系 副教授 2009/02至2012/07
  • 國立臺北科技大學計算機與網路中心 組長 2008/08至2012/07
  • 國立臺北科技大學電子系 助理教授 2006/02至2009/02
  • 中央研究院資訊科學研究所 博士後研究員 2003/01至2006/02
  • 飛利浦電子公司台北研究實驗室 研發工程師 2001/07至2003/01
  • 數位訊號處理、音訊技術、圖型識別、人工智慧

期刊論文

  • "On the Acoustic-Based Recognition of Multiple Objects Using Overlapped Impact Sounds", IEEE Access, 12, 135651 - 135666, 2024/09, SCI
  • "Identification of Non-Speaking and Minimal-Speaking Individuals Using Nonverbal Vocalizations", IEEE Access, 12, 68954-68967, 2024/05, SCI
  • "Acoustic-based LEGO recognition using attention-based convolutional neural networks", Artificial Intelligence Review, 57, 10, 1-31, 2024/01, SCI
  • "Person Identification Using Bronchial Breath Sounds Recorded by Mobile Devices", IEEE Access, 11, 66122 - 66134, 2023/05, SCI
  • "Automatic Assessment of Piano Performances Using Timbre and Pitch Features", Eectronics, 12, 1791, 1-25, 2023/04, SCI
  • "Acoustic-based Train Arrival Detection Using Convolutional Neural Networks with Attention", IEEE Access, 10, 72120-72131, 2022/07, SCI
  • "End-to-End Train Horn Detection for Railway Transit Safety", Sensors, 22, 4453, 1-14, 2022/06, SCI
  • "Audio-Vision Emergency Vehicle Detection", IEEE Sensors Journal, 21, 24, 27905-27917, 2021/12, SCI
  • "Automatic Evaluation of Piano Performances for STEAMEducation", Applied Sciences, 11, 11783, 1-22, 2021/12, SCI
  • "On the Use of Bronchial Breath Sounds for Person Identification", Journal of Information Science and Engineering, 37, 1, 219-241, 2021/01, SCI
  • "Speaker Identification in Multi-Talker Overlapping Speech Using Neural Networks", IEEE Access, 8, 134868-134879, 2020/07, SCI
  • "Automatic Methods for Detecting Sung Lyrics Error", Journal of Information Science and Engineering, 36, 3, 547-559, 2020/05, SCI
  • "Acoustic-Based Emergency Vehicle Detection Using Convolutional Neural Networks", IEEE Access, 8, 75702-75713, 2020/04, SCI
  • "A study of the suitability of marine transportation personnel using brainwave analysis and virtual reality technology", Maritime Technology and Research, 2, 2, 69-81, 2020/02, ELSE2
  • "Stethoscope-Sensed Speech and Breath-Sounds for Person Identification With Sparse Training Data", IEEE SENSORS JOURNAL, 20, 2, 848-859, 2020/01, SCI
  • "METHODS OF COMMAND RECOGNITION USING SINGLE-CHANNEL EEGS", International Journal of Information Sciences and Techniques, 8, 1, 1-11, 2018/09, ELSE2
  • "Improving search engine optimization (SEO) by using hybrid modified MCDMmodels", Artificial Intelligence Review, 1-16, 2018/06, SCI
  • "Eliminating Driving Distractions: Human–Computer Interaction with Built-In Applications", IEEE vehicular technology magazine, 12, 1, 20-29, 2017/03, SCI
  • "Automatic Identification of Simultaneous and Non-Simultaneous Singers for Music Data Indexing", International Journal of Web Services Research, 14, 1, 29-43, 2017/01, SCI
  • "Command Recognition Based on Single-Channel Electroencephalography", Journal of Information Science and Engineering, 32, 1, 229-241, 2016/01, SCI
  • "Automatic Singing Performance Evaluation Using Accompanied Vocals as Reference Bases", Journal of Information Science and Engineering, 31, 3, 821-838, 2015/05, SCI
  • "Separated Modeling of Speaker Dependent and Independent Vocal Characteristics for Text-Independent Speaker Verification", International Journal of Information and Electronics Engineering, 5, 2, 122-125, 2015/03, ELSE2
  • "Bird Species Identification Based on Timbre and Pitch Features of Their Vocalization", JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 30, 6, 1927-1944, 2014/11, SCI
  • "Unsupervised Clustering of Heart Sound Recordings for Cardiac Auscultation Database Indexing", Journal of Information Science and Engineering, 30, 5, 1655-1668, 2014/08, SCI
  • "On the Use of Speech Recognition Techniques to Identify Bird Species", International Journal of Computational Linguistics and Chinese Language Processing, 19, 1, 55-67, 2014/03, ELSE2
  • "Blind Clustering of Fingerprints for Database", Journal of Information Science and Engineering, 30, 1, 2014/01, SCI
  • "Unsupervised Fingerprint Recognition", IEICE Transactions on Information and Systems, E96-D, 9, 2115-2125, 2013/09, SCI
  • "An FFT-based fast melody comparison method for query-by-singing/humming systems", Pattern Recognition Letters, 33, 16, 2285–2291, 2012/12, SCI
  • "Singer Identification Based on Spoken Data in Voice Characterization", IEEE Transactions on Audio, Speech, and Language Processing, 20, 8, 2291-2300, 2012/10, SCI
  • "Automatic Singer Identification Based on Speech-Derived Models", International Journal of Future Computer and Communication, 1, 2, 94-96, 2012/08, ELSE2
  • "非督導式心音資料分類", 資訊科技國際期刊, 6, 1, 2-7, 2012/06, ELSE1
  • "Automatic Evaluation of Karaoke Singing Based on Pitch, Volume, and Rhythm Features", IEEE Transactions on Audio, Speech, and Language Processing, 20, 4, 1233-1243, 2012/05, SCI
  • "Background Music Removal Based on Cepstrum Transformation for Popular Singer Identification", IEEE Transactions on Audio, Speech, and Language Processing, 19, 5, 1196-1205, 2011/07, SCI
  • "Performance Evaluation of Speaker-Identification Systems for Singing Voice Data", International Journal of Computational Linguistics and Chinese Language Processing, 16, 2, 2011/06, ELSE2
  • "同時說話聲之內含語者的辨識問題探討", 計算語言學通訊, 22, 1, 4-16, 2011/02, ELSE1
  • "Speaker Identification in Overlapping Speech", Journal of Information Science and Engineering, 26, 5, 1-13, 2010/09, SCI
  • "Clustering Unknown Music Recordings Based on Audio Fingerprinting", International Journal of Computer Science and Software Technology, 3, 2, 119-130, 2010/07, ELSE2
  • "Improving GMM-UBM Speaker Verification Using Discriminative Feedback Adaptation", Computer Speech and Language, 23, 3, 376-388, 2009/07, SCI
  • "Improving the Characterization of the Alternative Hypothesis via Minimum Verification Error Training with Applications to Speaker Verification", Pattern Recognition, 42, 7, 1351-1360, 2009/07, SCI
  • "Evolutionary Minimization of the Rand Index for Speaker Clustering," Computer Speech and Language", Computer Speech and Language, 23, 165-175, 2009/01, SCI
  • "Speaker Clustering Based on Bayesian Information Criterion", Journal of Information Science and Engineering, 24, 1873-1886, 2008/12, SCI
  • "基於梅爾頻譜質心倒頻譜係數之音樂聲紋辨識研究", 資訊科技國際期刊, 2, 2, 18-31, 2008/12, ELSE1
  • "Using the Similarity of Main Melodies to Identify Cover Versions of Popular Songs for Music Document Retrieval", Journal of Information Science and Engineering, 24, 1669-1687, 2008/12, SCI
  • "A query-by-singing system for retrieving karaoke music", IEEE Transactions on Multimedia, 10, 8, 1626-1637, 2008/12, SCI
  • "Using Kernel Discriminant Analysis to Improve the Characterization of the Alternative Hypothesis for Speaker Verification", IEEE Transactions on Audio, Speech and Language Processing, 16, 8, 1675-1684, 2008/11, SCI
  • "Automatic Identification of the Sung Language in Popular Music Recordings", Journal of New Music Research, 36, 2, 105-114, 2007/09, SCI
  • "Automatic Speaker Clustering Using A Voice Characteristic Reference Space and Maximum Purity Estimation", IEEE Transactions on Audio, Speech and Language Processing, 15, 4, 1461-1474, 2007/05, SCI
  • "A Music Retrieval System Based on Query-by-Singing for Karaoke Jukebox", Lecture Notes in Computer Science, 4182, 445-459, 2006/10, SCI
  • "Speech Utterance Clustering Based on the Maximization of Within-cluster Homogeneity of Speaker Voice Characteristics", The Journal of the Acoustical Society of America, 120, 3, 1631-1645, 2006/09, SCI

專書著作

  • 單晶片數位訊號處理平台之開發速成寶典, 五南圖書出版股份有限公司, 978-957-11-6740-4, 2012/08/01
  • 單晶片於數位信號處理的應用, 文魁圖書, ISBN 9789862040676, 2007/10/01
  • 數位信號處理平台在嵌入式系統的應用, 文魁資訊, 978-986-125-887-4, 2006/12/01

專章著作

  • Overlapping-Singer-Identification-in-Music-Recordings, 1, IGI Global, ISBN13: 9781522572688, 2018/10/01
  • Automatic Speech and Singing Discrimination for Audio Data Indexing, 1, Springer International Publishing, 978-3-319-30144-0, 2016/05/19

研討會論文

  • "Acoustic-based Recognition of Multiple Objects with Overlapped Impact Sounds", 2024 2nd International Conference on Communications, Computing and Artificial Intelligence (CCCAI 2024), Jeju, 2024/06/21
  • "Breath Sound-based Person Identification in Noisy Conditions", 2023 - International Conference on Artificial Intelligence and Power Engineering, Sendai, 2023/10/25
  • "An Empirical Generation Technique on Background Music Using Gated Recurrent Neural Networks", 2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), Pingtung, 2023/07/17
  • "Unsupervised Learning Mechanism for Speaker Identification Used in Smart Home Systems", 2nd IEEE International Conference on Electronic Communications, Internet of Things and Big Data 2022, Taipei, 2022/07/15
  • "A Study of the Suitability of Marine Transportation Personnel Using Brainwave Analysis and Virtual Reality Technology", SEA the Future 2020, Pattaya, 2020/02/12
  • "Automatic Piano Performance Assessment", Taiwan Telecommunications Annual Symposium 2020, Kaohsiung, 2020/01/14
  • "AUTOMATIC DETECTION OF MISPRONOUNCED LYRICS IN SINGING", International Conference on Machine Learning and Cybernetics (ICMLC), 2019, 神戶, 2019/07/07
  • "Detection of Ambulance and Fire Truck Siren Sounds Using Neural Networks", 51st Research World International Conference, Hanoi, 2018/07/26
  • "Automatic Sung Lyrics Verification", 28th annual Conference on Computational Linguistics and Speech Processing, 台南, 2016/10/06
  • "Speaker Identification for Personalized Smart TVs", IEEE International Conference on Consumer Electronics – Taiwan, 2016, 南投, 2016/05/27
  • "Using Single-Channel EEG to Identify A User's Instructions", 2015 International Conference on Electrical Engineering and Computer Sciences, 香港, 2015/12/16
  • "Automatic Discrimination of Solo and Duet Singing Recordings", 2014 Fourth International Symposium on Technology for Sustainability, Taipei, 2014/11/19
  • "An Evaluation of Speaker Identification for Clipped Speech", 2014 Fourth International Symposium on Technology for Sustainability, Taipei, 2014/11/19
  • "Separated Modeling of Speaker Dependent and Independent Vocal Characteristics for Text-independent Speaker Verification", The 3rd International Conference on Electronics Engineering and Informatics, Bali, 2014/09/26
  • "Speech and Singing Discrimination for Audio Data Indexing", 2014 IEEE International Congress on Big Data Taipei Satellite Session, Taipei, 2014/05/28
  • "Triangulation-based Singer Identification for Duet Music Data Indexing", 2014 IEEE International Congress on Big Data Taipei Satellite Session, Taipei, 2014/05/28
  • "Singing Performance Evaluati on by Reference to CD Music", IEEE International Conference on Consumer Electronics - Taiwan, Taipei, 2014/05/26
  • "Unsupervised Classification of Heart Sound Recordings", APSIPA Annual Summit and Conference, 高雄, 2013/10/29
  • "Fingerprint Clustering for Forensic Data Indexing", The 5th IEEE International Workshop on Computer Forensics in Software Engineering (CFSE2013), Kyoto, 2013/07/21
  • "Bird Species Identification Based on Timbre and Pitch Features", IEEE International Conference on Multimedia and Expo (ICME) 2013, San Jose, 2013/07/15
  • "An Efficient Query-By-Singing/Humming System Based on Fast Fourier Transforms of Note Sequences", IEEE Conference on Multimedia and Expo, Melbourne, 2012/07/09
  • "Automatic Singer Identification Based on Speech-Derived Models", International Conference on Advancements in Information Technology, 香港, 2012/06/02
  • "應用語音辨識技術於鳥鳴聲辨識", The 23nd Conference on Computational Linguistics and Speech Processing, 台北, 2011/09/08
  • "An automated singing evaluation method for Karaoke systems", 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 布拉格, 2011/05/22
  • "POPULAR SINGER IDENTIFICATION BASED ON CEPSTRUM TRANSFORMATION", 2010 IEEE International Conference on Multimedia & Expo, Singapore, 2010/07/19
  • "Clustering Music Recordings Based on Genres", International Conference on Information Science and Applications, Seoul, 2010/04/21
  • "Identification of Simultaneous Speakers", International Conference on Computer Engineering and Technology, Chengdu, 2010/04/16
  • "Blind Clustering of Music Recordings Based on Audio Fingerprinting", International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Kyoto, 2009/09/12
  • "Discriminative Feedback Adaptation for GMM-UBM Speaker Verification", International Symposium on Chinese Spoken Language Processing, Kunming, 2008/12/16
  • "Clustering Music Recordings by Their Keys", International Conference on Music Information Retrieval, Philadelphia, 2008/09/14
  • "Automatic Identification of Simultaneous Singers in Duet Recordings", Proc. International Conference on Music Information Retrieval, Philadelphia, 2008/09/14
  • "非督導式音樂曲風分類", 電子工程技術研討會, 高雄, 2008/06/19
  • "重唱曲之歌手識別研究", 2008電腦音樂與音訊技術研討會, 台北, 2008/05/24
  • "結合頻譜質心法與梅爾頻率濾波器之音樂聲紋辨識", 2008資訊科技國際研討會, 台中, 2008/04/25
  • "Evolutionary Minimum Verification Error Learning of the Alternative Hypothesis Model for LLR-based Speaker Verification", Proc. The Tenth European Conference on Speech Communication and Technology, Antwerp, 2007/08/27
  • "Speaker Clustering Using Direct Maximization of A BIC-based Score", European Conference on Speech Communication and Technology (Interspeech-Eurospeech), Antwerp, 2007/08/27
  • "Speaker Clustering Based on Minimum Rand Index", IEEE Conference on Acoustics, Speech, and Signal Processing, Hawaii, 2007/04/15
  • "A Music Retrieval System based on Query-by-singing for Karaoke Jukebox", Asian Information Retrieval Symposium, Singapore, 2006/10/16
  • "Improving the Characterization of the Alternative Hypothesis via Kernel Discriminant Analysis for Likelihood Ratio-based Speaker Verification", Proc. International Conference on Spoken Language Processing, Pittsburgh, 2006/09/17
  • "A Kernel-based Discrimination Framework for Solving Hypothesis Testing Problems with Application to Speaker Verification", International Conference on Pattern Recognition, 香港, 2006/08/20
  • "On maximizing the within-cluster homogeneity of speaker voice characteristics for speech utterance clustering", IEEE Conference on Acoustics, Speech, and Signal Processing, Toulouse, 2006/05/14
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