Full-Time
 
Dr. Shaw-Hwa Hwang
Dr. Shaw-Hwa Hwang
Professor
Group:
Wireless Communications
Office:
ED705
Phone:
(O)03-5712121#54514
E-mail:
hsf@nycu.edu.tw
Website:
Research:
Smart Networks, Radio Resource Management, Cloud and Edge Computing
  • Biography
    S.-H. Hwang specializes in audiovisual processing, network telecommunications systems, IoT platforms, and artificial intelligence. From June 1996 to September 1996, he worked as a research and development engineer at the Multimedia Division of Silicon Integrated Systems Corp (SiS). Subsequently, from October 1996 to July 1997, he served as a dedicated researcher at the Forward-looking Technology Research Center of the Industrial Technology Research Institute (ITRI). Transitioning to academia, from August 1997 to July 2000, he held the position of Assistant Professor at Minghsin University of Science and Technology in the Department of Management Information Systems. From August 2000 to July 2017, he progressed through the ranks at the National Taipei University of Technology, starting as an Assistant Professor and eventually becoming an Associate Professor and then Professor in the Department of Electrical Engineering. Since August 2017, he has been a Professor in the Department of Electrical Engineering at National Chiao Tung University.

  • Experience, Honors and Awards
    ●    2016 National Invention and Creation Award - Silver Medal, Ministry of Economic Affairs Intellectual Property Office
    ●    2015 4th National Industrial Innovation Award - Outstanding Student Research Award, Ministry of Economic Affairs
    ●    2011 Livelihood First Contest - Third Place, Ministry of Economic Affairs
    ●    2011 Livelihood First Contest - Second Place, Ministry of Economic Affairs
    ●    2005 Algorithm Technology IC Design Competition - Champion, Algorithm Technology
    ●    2005 Embedded Software Production Competition for Colleges and Universities - System Application Group - Honorable Mention, Ministry of Education
    ●    2004 4th National Network Cup Software Design Competition - Honorable Mention, National Center for High-Performance Computing
    ●    2003 Ministry of Education 92nd Embedded Software Production Competition - Creative Group - Excellence Award, Ministry of Education
    ●    2002 Ministry of Education 91st Campus Software Creation Incentive Award - Computer Systems Group - Excellence Award, Ministry of Education
    ●    2001 Ministry of Education 90th Campus Software Creation Incentive Award - Teaching Application Category - Honorable Mention, Ministry of Education
    ●    2001 Ministry of Education 90th College Communication Technology Project Competition - Institute Group - Special Award, Ministry of Education
    ●    2000 2nd National College Information Management Project Competition - Excellence Award, Ministry of Education
    ●    1999 1st National College Information Management Project Competition - Honorable Mention, Ministry of Education
    ●    1998 National Science Council 87th Superior Research Award, National Science Council
    ●    1996 Ministry of Education 85th Outstanding Doctoral Dissertation Award - Industrial Practical Problems, Ministry of Education
    ●    1995 5th Texas Instruments Campus DSP Design Competition - Special Award, Texas Instruments
    ●    1995 Ministry of Education 84th Campus Software Creation Competition - Special Award, Ministry of Education

  • Research Highlights
    • Sound and Image Processing
    • Network Telecommunication Systems
    • Video Cloud Platforms
    • Internet of Things (IoT) Platforms
    • Artificial Intelligence (AI)

  • Journals
    ●    J.-W. Chen, C.-M. Liu, C.-Y. Wang, C.-C. Lin, K.-Y. Qiu, C.-Y. Yeh, S.-H. Hwang, A deep neural network-based model for OSA severity classification using unsegmented peripheral oxygen saturation signals, Engineering Applications of Artificial Intelligent(SCI, IF=7.802), Vol.122, Jun, 2023
    ●    J.-W. Chen, S.-T. Lin, C.-Y. Wang, C.-C. Lin, K.-C. Hsu, C.-Y. Yeh,* and S.-H. Hwang, A Signal Segmentation-Free Model for Electrocardiogram Based Obstructive Sleep Apnea Severity Classification, Advanced Intelligent System(SCI, IF=7.298), 18 Jan. 2023
    ●    K.-J. Tsai, M.-C. Chou, H.-M. Li, S.-T. Liu, J.-H. Hsu, W.-C. Yeh, C.-M. Hung, C.-Y. Yeh, and S.-H. Hwang, A High-Performance Deep Neural Network Model for BI-RADS Classification of Screening Mammography, Sensors MDPI, vol. 2022, 22, 1160, p.1~15.
    ●    S.-H. Hwang and C.-T. Yeh, Session Traversal Utilities for Network Address Translator (STUN)-based Traversal Approach Using Port Assignment Prediction Mechanism, Sensors and Materials, vol. Vol.34, No.5 pp.1791-1801, 2022.
    ●    C.-H. Lin, C.-C. Lin, R.-H. Chen, C.-Y. Yeh, S.-H. Hwang, “Development of Fishing Vessel Identification Model Based on Deep Neural Network”, IEEJ Trans. on Electrical and Electronic Engineering, vol. pp.1755~1763, Mar. 2022, 2022
    ●    Y.-B. Lin, Y.-F. Liao, S.-H. Chen, S.-H. Hwang, Y.-R. Wang, VoiceTalk: Multimedia-IoT Applications for Mixing Mandarin, Taiwanese and English, ACM Transactions on Internet Technology, June, 2022, vol. accepted on June, 2022
    ●    C.-Y. Yeh*, S.-H. Hwang, Efficient Detection Approach for DTMF Signal Detection, Applied Sciences, 9(3), 1-11, 2019. (SCI), vol. 9(3),1-11,2019, 2019
    ●    S.-H. Hwang and S.-H. Chen, “Fast Encoding Algorithm for VQ-Based Image Coding,” IEE Electronics Letter, pp.1618-1619, 1990.
    ●    S.-H. Hwang and S.-H. Chen, “A Neural Network Based Pause Duration Synthesizer for Mandarin Text-to-Speech System,” IEE Electronics Letter, pp.1218-1219, 1992.
    ●    S.-H. Hwang, and S.-H. Chen, “A Neural Network Based F0 Synthesizer for Mandarin Text-to-Speech,” IEE Proceeding on Vision, Image, and Signal Processing, Vol.141, No.6, pp.384-390, Dec., 1994.
    ●    S.-H. Chen, S.-H. Hwang, and Y.-R. Wang, “A Mandarin Text-to-Speech System,” Journal on Computational Linguistics and Chinese Language Processing, Aug. 1996, pp.87-100.
    ●    S.-H. Chen, S.-H. Hwang, and Y.-R. Wang, “An RNN-based prosody information synthesizer for mandarin text-to-speech,” IEEE Transactions on Speech and Audio Signal Processing. Vol.6, No.3, pp.226-239, May, 1998.
    ●    S.-H. Hwang, “Computational improvement for G.729 standard”,IEEE Electronic Letters,Vol.36, No.13, pp.1163-1164, Jun. 2000
    ●    S.-H. Hwang and C.-Y. Yeh, “The Synthesis Unit Generation Algorithm for Mandarin Text to Speech”, GESTS International Transaction on Speech Science and Engineering, Vol.2, No.1, pp.91~102, Feb. 2005
    ●    C.-Y. Yeh and S.-H. Hwang, “The Efficient Text Analyzer Driven by Prosody Generator for Mandarin Text-to-Speech”, IEE Proceeding on Vision, Image and Signal Processing, Vol.:152, Iss:6, pp:793-799, 2005.
    ●    L.-J. Yan and S.-H. Hwang, “Vector Quantisation Based on a Quasi-Binary Search Algorithm”, IET Image Processing , Vol.5, Iss.1, pp.49-54, 2011. (SCI, IF=0.639)
    ●    L.-T. Shen, C.-Y. Yeh and S.-H. Hwang, ”A Study on the Consistency Analysis of Energy Parameter for Mandarin Speech”, EURASIP Journal on Audio, Speech, and Music Processing ,EURASIP J. Audio, Speech and Music Processing, pp.1-8, 2012:28.(SCI, IF=0.394)
    ●    C.-Y. Yeh, K.-L. Chen, S.-H. Hwang: “Consistency Analysis of the Duration Parameter Within a Syllable for Mandarin Speech.”, Information Technology and Control, Vol.42, No.2, pp.170-177, 2013(SCI,IF=0.667)
    ●    K.-L. Chen, C.-Y. Yeh, S.-H. Hwang, “consistency analysis of the spectrum and prosody within a syllable for Mandarin speech”, Mathematical Methods in the Applied Sciences, pp.1851-1861, 2013, 36 (SCI, IF=0.743)
    ●    C.-J. Huang, S.-H. Hwang, and C.-Y. Yeh*, “A Method for Improving TIE-based VQ Encoding Introducing RI Rules Date of Evaluation”, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 96-D(1): pp.151-154(2013). (SCI, IF=0.230)
    ●    S.-C. Chang, C.-Y. Yeh, S.-H. Hwang, “An Efficient Algebraic Codebook Search Method in G.729 Speech Codec”, Information-An International Interdisciplinary Journal, Vol.16, No.9(B), pp.7099-7106, Sep., 2013. (SCI, IF=0.250)
    ●    C.-Y. Yeh, S.-C. Chang, S.-H. Hwang, “A Consistency Analysis on an Acoustic Module for Mandarin Text-to-Speech”, Speech Communication, 55(2): pp.266-277, 2013. (SCI, IF=1.267)
    ●    C.-Y. Yeh, K.-L. Chen, S.-H. Hwang, L.-J. Yan, “Study on the consistency analysis between the prosody and the spectrum for Mandarin speech”, Signal Processing, IET Journals & Magazines, Year: 2013, Volume: 7, Issue: 2, Pages: 158 - 165,(SCI,IF=0.639)
    ●    C.-P. Chu, C.-Y. Yeh, and S.-H. Hwang, “An Efficient Tree-Structured Vector Quantization Using Dynamic Triangular Inequality Elimination”, IEEJ Transactions on Electrical and Electronic Engineering, Vol.9, Iss. S1. pp.S70-S72, Oct. 2014.(SCI, IF=0.213)
    ●    C.-P. Chu, C.-Y. Yeh, and S.-H. Hwang, “An Efficient Search Strtegy for ACELP Algebraic Codebook by Means of Reduced Candidate Mechanism and Iteration-Free Pulse Replacement”, INFORMATION Technology and Control, pp.182~186, T.43, Nr.2, 2014.(SCI,IF=0.667)
    ●    N.-Y. Ku, C.-Y. Yeh, and S.-H. Hwang, “An efficient algebraic codebook search for ACELP speech coder”, EURASIP Journal on Audio, Speech, and Music Processing, pp.1~9, 2014(SCI,IF=0.63)
    ●    C.-J. Huang, C.-Y. Yeh, S.-H. Hwang, “An Improvement of the Triangular Inequality Elimination Algorithm for Vector Quantization”, Applied Mathematics & Information Sciences, 9, No.1L, pp:229-235, 2015. (SCI, IF=0.508)
    ●    T.-H. Lin, C.-Y. Yeh, S.-H. Hwang, “Efficient Statistics-Based Algebraic Codebook Search Algorithms Derived from RCM for an ACELP Speech Coder”, INFORMATION Technology and Control, pp.410~419, T.44, Nr.4, 2015.(SCI,IF=0.667)
    ●    T.-H. Lin, S.-C. Chang, C.-Y. Yeh, and S.-H. Hwang, “An efficient binary search space-structured VQ encoder applied to a line spectral frequency quantization in G.729 standard” IET Journals on Communications, Vol.10, Iss.10, pp.1183-1188, 2016 (SCI,IF=0.742)
    ●    B.-J. Yao, C.-Y. Yeh, and S.-H. Hwang, “A Search Complexity Improvement of Vector Quantization to Immittance Spectral Frequency Coefficients in AMR-WB Speech Codec”, Symmetry 2016, 8,104; doi:10.3390/sym8100104, pp.1-8, (SCI,IF=1.276)

  • Conference Papers
     

  • Book Chapters
    ●    雲端更新語音辨識系統的方法 METHOD FOR UPDATING SPEECH RECOGNITION SYSTEM THROUGH AIR    I752682    ROC
    ●    經由影音平台的網址而產生音訊字幕檔的方法 METHOD FOR GENERATING CAPTION FILE THROUGH URL OF AN AV PLATFORM    I747417    ROC
    ●    球型相機影像拼接方法 METHOD FOR SPHERICAL CAMERA IMAGE STITCHING    I734116    ROC
    ●    Method for NAT Traversal in VPN    10,673,813    US
    ●    Method for Spherical Camera Image Stitching    10,614,553    US
    ●    VPN中穿越NAT的方法 METHOD FOR NAT TRAVERSAL IN VPN    I654858    ROC
    ●    Method for householder of mansion to manage entrance by smart phone    10,089,805    US
    ●    Registration method for managing NAT shutdown    9,781,171    US
    ●    Method of image conversion operation for panorama dynamic IP camera    9,609,211    US
    ●    Smart phone system for dialing through local call and methods thereof    9,124,600    US
    ●    Method for dialing from internet extension to conventional extension    9,118,746    US
    ●    Traversal method for ICMP-sensitive NAT    9,042,376    US
    ●    SIP communication protocol    8,700,785    US
    ●    NAT traversal method in session initial protocol    8,676,933    US
    ●    Method of telephone switchboard for connecting directly the callback to the extension of the original caller    8,625,759    US
    ●    System for dialing from internet extension to conventional extension    8,488,595    US
    ●    Method for dialing between internet extensions    8,279,855    US
    ●    Method, apparatus, and computer readable medium thereof for enabling an internet extension to ring a conventional extension    8,204,183    US
    ●    Modified NAT firewall traversal method for SIP communication    7,751,387    US
    ●    Hyper text mark up language document to speech converter    6,115,686    US
    ●    Hyper text mark up language document to speech converter US 6115686 2000.09.05    
    ●    Modified NAT firewall traversal method for SIP communication US 7751387 2000.09.05    
    ●    以類神經網路為基礎之韻律訊息產生器 中華民國 261686 1995/11/01        
    ●    基週同步式的線性預估語音合成器 中華民國 322567 1997/12/11        
    ●    一種超媒體文件轉換為語音之方法 中華民國 434492 2001/05/06        
    ●    可穿越NAT防火牆之改良式SIP通訊方法 中華民國 I252675 2006/04/01        
    ●    可穿越防火牆之點對點通訊方法 中華民國 I260880 2006/08/21        
    ●    Method, apparatus, and computer readable medium thereof for enabling an internet extension to ring a conventional extension 美國 8,204,183 2012.06.19        
    ●    Method for dialing between internet extensions 美國 8,279,855 2012.10.02        
    ●    System for dialing from internet extension to conventional extension 美國 8,488,595 2013.07.16    
    ●    Method of telephone switchboard for connecting directly the callback to the extension of the original caller 美國 8,625,759 2014.01.07        
    ●    NAT traversal method in session initial protocol 美國 8,676,933 2014.03.18        
    ●    SIP communication protocol 美國 8,700,785 2014.04.15        
    ●    Traversal method for ICMP-sensitive NAT 美國 9,042,376 2015.05.26        
    ●    Method for dialing from internet extension to conventional extension 美國 9,118,746 2015.8.25    
    ●    Smart phone system for dialing through local call and methods thereof 美國 9,124,600 2015.9.1    
    ●    Method of image conversion operation for panorama dynamic IP camera 美國 9,609,211 2017.03.28
    ●    SIP通訊協定之NAT穿越法 中華民國 I376133 2012/11/01        
    ●    傳統交換機擴大連接網路電話的系統 中華民國 I381712 2013/01/01        
    ●    14 網路電話分機互撥的方法 中華民國 I384827 2013/02/01        
    ●    使一網路分機撥打一傳統分機之方法、裝置及其電腦程式產品 中華民國 I393425 2013/04/1    
    ●    網路分機撥傳統分機的方法 中華民國 I412247 2013/10/11        
    ●    電話交換機對於外線回電直接轉入原來撥外線者分機的方法 中華民國 I419572 2013/12/11    
    ●    改良式SIP通訊協定 中華民國 I448184 2014/08/01        
    ●    智慧型手機透過市話撥號的系統與方法 中華民國 I450570 2014/08/21        
    ●    插隊狀況下的NAT多路穿越法 中華民國 I467992 2015/01/01        
    ●    網路分機撥傳統分機的方法 中華民國 I488464 2015/06/11        
    ●    檢測雙音多頻訊號之方法 中華民國 I493917 2015/07/21        
    ●    語音在長期演進技術的驗證法 中華民國 I507052 2015/11/01        
    ●    ICMP敏感性NAT之穿越法 中華民國 I506998 2015/11/01        
    ●    進階域名系統之雙邊防火牆穿越法 中華民國 I512527 2015/12/11        
    ●    進階域名系統之中繼伺服器傳輸方法 中華民國 I523471 2016/02/21        
    ●    網路監聽系統 中華民國 I313993 2009/08/21        
    ●    全景動態網路攝影機的影像轉換運算方法 中華民國 I564647 2017/01/01

  • Patents
    年度
    論文名稱
    2019
    K. M. Chen, T. H. Chang, K. C. Wang, H. P. Liu and T. S. Lee, Machine Learning Based Automatic Diagnosis in Mobile Communication Networks, to appear in IEEE Trans. Vehicular Technologies, 2019
    2019
    Y. C. Lin, T. S. Lee, Y. H. Pan and K. H. Lin, Low-Complexity High-Resolution Parameter Estimation for Automotive MIMO Radars, IEEE Access ( Early Access ), 2019