Faculty and Staff

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洪維廷 Wei-Tyng Hong Assistant Professor

  • Education

    Ph.D.,Deparment of Electrical Engineering, National Chiao Tung University

    Professional Experience

    Researcher, ITRI

    Researcher, PenPower Tech.

    Researcher, Manager, PenPower Tech

    Research Area

    Speech recognition, Speech signal processing, Voice biometrics, neural network

    Web link：Speech Processing Lab

    Video link : Speech Processing Lab

  • Journal Papers

    Journal Articles

    1. Wei-Tyng Hong, “HCRF-UBM approach for text-independent speaker identification”, Computers and Mathematics with Applications, vol. 64, no. 5, pp. 1120-1127, 2012. (SCI impact factor = 1.747, rank factor = 13/245, subject category: applied mathematics)
    2. Wei-Tyng Hong, “Hidden conditional random fields for resource-constrained speech recognition”, Advanced Science Letters, vol. 9, 483-486, 2012. (SCI impact factor = 1.253, rank factor = 15/59, subject category: multidisciplinary sciences)
    3. Wei-Tyng Hong, “Minimum classification error training of hidden conditional random fields for speech and speaker Recognition”, accepted and to appear in Journal of Information Science and Engineering. (SCI impact factor = 0.175, rank factor = 130/133, subject category: computer science, information systems)
    4. Chien-Cheng Lee, Cheng-Yuan Shih, shih-Kai Lee and Wei-Tyng Hong, “Enhancement of blood vessels in retinal imaging using the nonsubsampled contourlet transform”, Multidmensional Systems and Signal Processing, vol. 22, pp. 1-14, 2011. (SCI impact factor = 0.822, rank factor = 145/247, subject category: engineering, electrical & electronic)
    5. Wei-Tyng Hong, “Residual noise removal with beamforming for speech enhancement and recognition”, accepted and to appear in Journal of Computational Information Systems, vol. 8, no. 19, 2012. (EI)
    6. Wei-Tyng Hong and Chien-Cheng Lee, “Voice activity detection based on noise-immunity recurrent neural networks”, accepted and to appear in Journal of Convergence Information Technology. (EI)
    7. Wei-Tyng Hong, “An RNN-based channel classification for Mandarin speech recognition over heterogeneous environments”, accepted and to appear in International Journal of Digital Content Technology and its Applications. (EI)
    8. Chih-Chang Yu, Hsu-Yung Cheng, Bor-Shenn Jeng, Chien-Cheng Lee and Wei-Tyng Hong, “Human-centered fingertip Mandarin input system using single camera”, Advances in Multimedia Modeling, Lecture Notes in Computer Science, vo. 6524, pp. 187-195, 2011. (EI)
    9. Wei-Tyng Hong, “An investigation on robust confidence measure and model compensations for smartphone-based speech recognition”, International Journal of Advanced Information Technologies, vol. 6, no. 1, 2012.
    10. Chun-Hsien Yu and Wei-Tyng Hong, “An Investigation of Acoustic Modeling Techniques with Hidden Conditional Random Field”, ICL Technical Journal, vol.128, pp. 60-65, 2009.
    11. Rudolf B. Blazek and Wei-Tyng Hong, “A Robust End-of-Utterance Detector in Heavy Noise Environments“, submitted and revised in Sensors, 2012. (SCI)

  • Conference Papers

    Conference Papers

    1. 王璽榜、洪維廷, “基於音頻串流輸入輸出介面之麥克風陣列處理系統", 2012數位生活科技研討會, 2012. (出版日期: 2012/8/15)
    2. 魏輔辰、洪維廷, “倒頻譜域麥克風陣列波束成形之語音辨認研究", 2012數位生活科技研討會, 2012. (出版日期: 2012/8/15)
    3. 曾家宏、洪維廷, “基於隱藏式條件隨機域模型之千人語者辨識研究", 2012數位生活科技研討會, 2012. (出版日期: 2012/8/15)
    4. 鄒永隆、洪維廷, “基於隱藏式馬可夫模型之快速麥克風陣列波束成形演算法", The 2012 Conference on Information Technologies, Application and Management, 2012. (出版日期: 2012/5/25)
    5. 曾家宏、洪維廷, “基於隱藏式條件隨機域模型之千人聲紋辨識研究",第十五屆資訊管理學術暨警政資訊實務研討會, 2012. (出版日期: 2012/5/24)
    6. Wei-Tyng Hong, “HCRF-UBM Approach for Text-independent Speaker Identification”, International Symposium on Computer, Consumer and Control, 2012. (出版日期: 2012/6/4)
    7. Rudolf B. Blazek, Wei-Tyng Hong, “Robust Hierarchical Linear Model Comparisom for End-of-Utterance Detection under Noisy Environments”, The International Symposium on Biometrics and Security Technologies (ISBAST’12), 2012. (出版日期: 2012/3/26)
    8. 黃詩涵、洪維廷, “基於隱藏式條件隨機域模型之混雜語言語音辨認演算法", The 2011 Conference on Technologies and Applications of Artificial Intelligence, 2011. (出版日期: 2011/11/13)
    9. Wei-Tyng Hong, “Hidden Conditional Random Fields for Resource-constrained Speech Recognition”, International Conference on Engineering and Technology Innovation 2011. (出版日期: 2011/11/11)
    10. Wei-Tyng Hong, “Residual Noise Removal on Beamforming for Robust Hands-free Speech Recognition”, International Computer Symposium (ICS), 2010. (出版日期: 2010/12/16)
    11. Wei-Tyng Hong, “Speaker Identification Using Hidden Conditional Random Field-Based Speaker Models”, International Conference on Machine Learning and Cybernetics (ICMLC), 2010. (出版日期: 2010/12/9)
    12. Wei-Tyng Hong and Wei-Chen Liu, “Discriminative Adaptation for HCRF-UBM Speaker Identification”, National Symposium on Telecommunications, 2010. (出版日期: 2010/12/3)
    13. 洪維廷、李秋芬, “基於隱藏式條件隨機域聲學模型之抗雜訊語音辨認演算法", 全國電信研討會(NST), 2009. (出版日期: 2009/12/11)
    14. 許順翔、洪維廷, “基於隱藏式條件隨機域聲學模型之資源受限裝置語音命令系統", 全國電信研討會(NST), 2009. (出版日期: 2009/12/11)
    15. 洪維廷、刑凱婷、許順翔,"基於隱藏式條件隨機域語者模型之語者識別演算法", 第十四屆人工智慧與應用研討會 (TAAI), 2009. (出版日期: 2009/10/30)
    16. 洪維廷、陳弘啟、陳軍廷、廖宜斌, “資源受限運算環境下華英混雜語音辨識系統",自然語言與語音處理研討會(ROCLING), 237-250, 2009. (出版日期: 2009/9/1)
    17. 游鈞顯、洪維廷, “應用於語音辨認之隱藏式條件隨機域聲學模型研究”, 全國電信研討會(NST), 782–786, 2008. (出版日期: 2008/12/5)
    18. 洪維廷、陳弘啟、陳軍廷、廖宜斌, “麥克風陣列技術應用於語音加強及語音辨識之研究”, 全國電信研討會(NST), 787-791, 2008. (出版日期: 2008/12/5)
    19. Wei-Tyng Hong, “A neural network-based endpoint detection for noisy speech over wireless transmission,” in the 12th Conference on Artificial Intelligence and Applications, Taiwanese Association for Artificial Intelligence, 2007. (出版日期: 2007/11/16)

  • Research Project

    計劃題目

    (Project name)

    執行時間

    (exec.time)

    資助單位

    (sponsor)

    The Peer Learning Method with Data Mining on Learning Analytics for Computer Networking Course (TRP)

    2021/08/01 ~ 2022/07/31

    Ministry of Education

    Using Temporal Audience Analytics in a SPOC for Communications Network (TPR)

    2022/08/01 ~ 2023/07/31

    Ministry of Education

    Flagship Project of the Ministry of Economic Affairs (Intelligent Networking Core System Development Program-Subitem 1.1) Natural Language Dialogue(4th year)

    2021/10/01 ~ 2022/09/30,

    Ministry of Education

    Flagship Project of the Ministry of Economic Affairs (Intelligent Networking Core System Development Program-Subitem 1.1) Natural Language Dialogue(3rd year)

    2020/10/01 ~ 2021/09/30

    Ministry of Education

    YZU Teaching Improvement Project (TIPS1101)-Engineering Probability

    2020/08/01 ~ 2021/01/31

    YZU

    YZU Teaching Improvement Project (TIPS1102)-Computer Networks Probability

    2019/08/01 ~ 2020/01/31

    YZU

    YZU Teaching Improvement Project (TIPS1701)-Computer Networks Probability

    2018/08/01 ~ 2019/01/31

    YZU

    YZU Teaching Professional Community Project (1071)-Deep Learning and Block Chain

    2018/08/01 ~ 2019/01/31

    YZU

    Magneto Project (Real-time information analysis of roadside parking)

    2019/01/01 ~ 2020/06/30

    Far EasTone Telecommunication

    Application of Artificial Intelligence to Dyeing and Sphere Recognition Verification

    2018/08/01 ~ 2018/09/30

    Far Eastern International Bank

    Intelligent Recommendation System for Mutual Funds

    2019/05/01 ~ 2020/12/31

    Far Eastern International Bank

    元智大學1081教學精進計畫(配合校內高教深耕計畫)

    2019/08/01~
    2020/01/31

    元智大學

    經濟部旗艦計畫/智慧聯網核心系統開發

    分項-自然語言對話(第三年)

    2020/10/01~
    021/09/30

    經濟部

    萬磁王計畫(路邊停車即時資訊分析)

    2019/01/01~
    2020/06/30

    遠傳

    人工智慧應用於染色及球體辨識驗證計畫

    2018/08/01~
    2018/09/30

    遠傳

    隱藏條件隨機域分離建模技術應用於強健語音辨認之研究

    2011/08~
    2012/07

    行政院國家科學委員會

    應用於遠距協同作業之多模態人機智慧型互動關鍵技術研究–子計畫一：協同作業環境下結合語音與視覺事件偵測之先進議程紀錄與後製系統(I)(99-2219-E-155-002)

    2010/08~
    2011/07

    行政院國家科學委員會

    應用於遠距協同作業之多模態人機智慧型互動關鍵技術研究–總計畫：應用於遠距協同作業之多模態人機智慧型互動關鍵技術研究(I) (99-2219-E-155-001)

    2010/08~
    2011/07

    行政院國家科學委員會

    適用於智慧型手機之聲紋辨認技術可行性分析

    2010/02~
    2010/07

    元智大學/遠傳電信

    適合資源受限平台下麥克風陣列語音增強技術開發

    2009/01~
    2009/12

    工業技術研究院

    聲紋辨認技術先期研究

    2009/06~
    2009/10

    元智大學/遠傳電信

    智慧型手機平台上基於麥克風至陣列與分離模型技術之強健式語言混雜語音辨識系統(第二年) (98-2221-E-155-043-)

    2009/08~
    2010/07

    科學工業園區管理局

    高品質VoIP 系統之即時處理與後處理關鍵技術研究(II) (98-2221-E-155-061-)

    2009/08~
    2010/07

    行政院國家科學委員會

    智慧型手機平台上基於麥克風至陣列與分離模型技術之強健式語言混雜語音辨識系統 (97-2221-E-155-063-)

    2008/08~
    2009/07

    行政院國家科學委員會

    高品質VoIP 系統之即時處理與後處理關鍵技術研究 (97-2221-E-155-026-)

    2008/06~
    2009/07

    行政院國家科學委員會

    適用車內與數位家庭語音辨識之強健性技術專題委託研究

    2008/05~
    2009/05

    中華電信股份有限公司電信研究所

    智慧型裝置語音辨認系統評估方法

    2007/09~
    2008/02

    元智大學/遠傳電信

    抗雜訊智慧型裝(PDA/smart-phone)之語音辨認核心規劃

    2006/09~
    2007/02

    元智大學/遠傳電信

    以智慧型手機為平台之強健式語音辨識技術研究(96-2218-E-155-001-)

    2007/01~
    2007/10

    行政院國家科學委員會

    主導性新產品計畫-抗雜訊之強健嵌入式語音介面系統

    2003/10~
    2005/12

    經濟部工業局/蒙恬科技


  • Awards

    於蒙恬科技任職期間，領導語音團隊開發出 PDA-based 語音辨認核心，此核心獲得研勤科技之PaPaGo V9/G10 採用，並獲得裕隆汽車(由子公司-行毅科技執行認證)OBU 端語音辨認實車測試通過。

    指導研究生參加第一屆富士通微電子杯 8FX 系列 MCU 競賽季軍(2008)。專題題目: LED 光棒視覺暫留顯示器著作

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