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國立臺北科技大學 學術資源網

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SHINGCHERN YOU

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Professor／Department of Computer Science and Information Engineering
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Journal articles

  • "Which Signal-to-Noise Ratio is Used in Simulations? Transmitter Side versus Receiver Side: A Study Based on Long Term Evolution Downlink Transmission", Information, 15, 1-8, 2024/08, EI
  • "Machine Learning-Based Channel Estimation Techniques for ATSC 3.0", Information, 15, 1-17, 2024/06, EI
  • "Scheduling for the Flexible Job Shop Problem with Dynamic Number of Machines by Deep Reinforcement Learning", Information, 15, 1-15, 2024/02, EI
  • "A Reinforcement Learning Approach to Guide Web Crawler to Explore Web", Electronics, 13, 1-23, 2024/01, SCI&EI
  • "Dynamic Adjustment of Exploration Rate for PPO Algorithm to Relief Rapid Decline of Episode Rewards", Journal of Advances in Computer Networks, 12, 1, 1-7, 2024/01, ELSE2
  • "Estimating Classification Accuracy for Unlabeled Datasets based on Block Scaling", International Journal of Engineering and Technology Innovation, 13, 4, 313–327, 2023/09, EI
  • "Predicting Classification Accuracy of Unlabeled Datasets Using Multiple Deep Neural Networks", IEEE ACCESS, 10, 1, 1-12, 2022/04, SCI&EI
  • "Estimation of Channel MSE for ATSC 3.0 Receiver and its Applications", ICT Express, 7, 1-5, 2021/10, SCI&EI
  • "Classification of Relaxation and Concentration Mental States with EEG", Information, 12, 187, 1-16, 2021/04, EI
  • "Improvement of Vocal Detection Accuracy Using Convolutional Neural Networks", KSII Trans. on Internet and Information Systems, 15, 2, 729-748, 2021/02, SCI&EI
  • "Low-complexity demapping algorithm for two-dimensional non-uniform constellations in ATSC 3.0", IET Comm., 2021, 1, 1-9, 2021/02, SCI&EI
  • "Comparative Study of Dimensionality Reduction Techniques for Spectral-Temporal Data", Information, 12, 1, 1-12, 2021/01, EI
  • "Implementing Action Mask in Proximal Policy Optimization (PPO) Algorithm", ICT express, 2020/06, SCI&EI
  • "Comparative Study of Singing Voice Detection Based on Deep Neural Networks and Ensemble Learning", Human-centric Computing and Information Sciences, 8, 34, 1-18, 2018/11, SCI
  • "Comparative Study of Singing Voice Detection Methods", Multimedia Tools and Applications, 75, 23, 15509–15524, 2016/12, SCI&EI
  • "Simulated smart phone recordings for audio identication", j of supercomputing, 72, 5, 1799-1812, 2016/05, SCI&EI
  • "Iterative Channel Estimation Method for LTE Downlink Transmission", IET Communications, 9, 15, 1906 – 1914, 2015/10, SCI&EI
  • "Using paired distances of signal peaks in stereo channels as fingerprints for copy identification", ACM Trans. Multimedia Comput. Commun. Appl., 12, 1, 22, 2015/08, SCI&EI
  • "Comparative Study of Methods for Reducing Dimensionality of MPEG-7 Audio Signature Descriptors", Multimedia Tools and Applications, 74, 10, 3579-3598, 2015/05, SCI&EI
  • "Channel Estimation with Iterative DFT-Based Smoothing for OFDM Systems with Non-Uniformly Spaced Pilots in Channels with Long Delay Spread", IET Communications, 8, 17, 2984 – 2992, 2014/11, SCI&EI
  • "Optimally Truncating Head-Related Impulse Response by Dynamic Programming with its Applications", Multimedia Tools and Applications, 70, 3, 2167-2188, 2014/06, SCI&EI
  • "Smart Door: A Ubiquitous Collaboration System for Home Activities in the Smart Home", JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 29, 6, 1227-1248, 2013/11, SCI&EI
  • "Burst Allocation Method to Enable Decision-Directed Channel Estimation for Mobile WiMAX Downlink Transmission", EURASIP J. Wireless Commun. and Networking, 2013, 1-22, 2013/06, SCI&EI
  • "Music Identification System Using MPEG-7 Audio Signature Descriptors", The Scientific World Journal, v. 2013, 1 - 11, 2013/03, SCI
  • "Cubic convolution interpolation function with variable coefficients and its application to channel estimation for IEEE 802.16 initial downlink", IET Communications, 6, 13, 1979 - 1987, 2012/09, SCI&EI
  • "Determining Start-Band Frequency for Spectral Band Replication Tool in MPEG-4 Advanced Audio Coding", Information, 15, 5, 1839 – 1850, 2012/05, SCI
  • "Spatial Localization Evaluation Model for Parametric Stereo Audio", Applied Mathematics & Information Sciences, 6, 2S, 397S-402S, 2012/04, SCI
  • "Magic Mirror Table for Social-Emotion Alleviation in the Smart Home", IEEE Trans. Consumer Electronics, 58, 1, 126-131, 2012/02, SCI&EI
  • "A video-based portal system for remote appliance control", International Journal of Space-Based and Situated Computing, 1, 2/3, 122-129, 2011/03, ELSE2
  • "Real-time FFT with pre-calculation", Computers and Electrical Engineering, 35, 2, 435 – 440, 2009/04, SCI&EI
  • "Efficient Quantization Algorithm for Real-time MP-3 Encoders", Multimedia Tools and Applications, 40, 3, 341-359, 2008/12, SCI&EI

Books

  • 數位廣播接收機之原理及實作, 全華圖書, 987-957-21-6053-4, 2007/11/01
  • 數位電視之原理與應用, 全華圖書, 987-957-21-59156, 2007/11/01
  • 數位電視之多媒體技術, 全華圖書, 978-957-21-59149, 2007/11/01

Conference papers

  • "Using Webpage Comparison Method for Automated Web Application Testing with Reinforcement Learning", The 9th International Conference on Advanced Technology Innovation, Kanazawa, 2024/04/03
  • "Dynamic Asset Allocation Using Trading Agent", IEEE ICCE-TW, Pingtung, 2023/07/17
  • "Reinforcement Learning for Stock Price Trading with Keywords in Google Trends", International Conference on Applied System Innovation (ICASI), Chiba, 2023/04/21
  • "Vocal Detection Using Convolution Neural Networks with Visualization Tools", 2022 International Conference on Consumer Electronics - Asia, Yeosu, 2022/10/26
  • "Velocity Prediction for MIDI Notes with Deep Learning", 2020 IEEE ICCE-TW, Penghu, 2021/09/15
  • "Using Semi-personalized Loudness Difference for Improved Surround Sound Rendered by Headphones", The 3rd International Conference on Computer Communication and the Internet (ICCCI 2021), Nagoya, 2021/06/25
  • "Predicting Viewer’s Preference for Music Videos Using EEG Dataset", 2020 International Conference on Consumer Electronics - Asia (ICCE-Asia), seoul, 2020/11/01
  • "Trading ETFs with Deep Q-Learning Algorithm", 2020 IEEE ICCE-TW, Taoyuan, 2020/09/28
  • "Toward Higher Accuracy in Vocal Detection Using Convolutional Neural Networks", 15th Asia Pacific International Conference on Information Science and Technology, seoul, 2020/07/05
  • "Reducing Dimensionality of Spectro-Temporal Data by Independent Component Analysis", 2nd IEEE International Conference on Computer Communication and the Internet (ICCCI 2020), Nagoya, 2020/06/26
  • "Classification of User Preference for Music Videos Based on EEG Recordings", 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech 2020), kyoto, 2020/03/10
  • "Channel Estimation Method for LTE Downlink MIMO Transmission", 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE), Osaka, 2019/10/15
  • "Comparative Study of LDPC Algorithms for ATSC 3.0 Physical Layer", 2019 IEEE ICCE-TW, 宜蘭, 2019/05/20
  • "Adaptive Truncation of Channel Impulse Response and Its Performance Evaluation", 5th IEEE International Conference on Applied System Innovation 2019, 福岡, 2019/04/11
  • "Classification Consistency of Concentrated and Relaxed Mental States with EEG Signals", 2019 IEEE 1st Global Conference on Life Sciences and Technologies, 大阪, 2019/03/12
  • "Comparative Study of Two Signal-to-Noise Ratio Calculation Methods in LTE Downlink Simulations", WiCON 2018, Taipei, 2018/10/15
  • "On the Efficiency Difference between Range and Huffman Coding on CELT Layer of Opus Audio Coder", 2018 IEEE Internal Conference on Consumer Electronics – Taiwan, Taichung, 2018/05/19
  • "A Study of Using Least Squares Method in MPEG-4 Audio Lossless Coding", 2018 IEEE Internal Conference on Consumer Electronics – Taiwan, Taichung, 2018/05/19
  • "Reducing Latency for an Android-based VoIP Phone", 7th IEEE International Symposium on Next-Generation Electronics, Taipei, 2018/05/07
  • "Singing Voice Detection Based on Convolutional Neural Networks", 7th IEEE International Symposium on Next-Generation Electronics, Taipei, 2018/05/07
  • "BRIR Refinement with Bone Conduction Headphones to Improve Spatial Sound Reproduction in Conventional Headphones", Lecture Notes in Electrical Engineering, vol 464, Osaka, 2018/04/19
  • "Subjective Evaluation of Music Similarity System Based on Onsets", 2018 IEEE International Conference on Applied System Innovation, Chiba, 2018/04/13
  • "Using Digital Compress Function in Smartphone for Head-Tracking to Reproduce Virtual Sound Field with Headphones", IEEE Global Conference on Consumer Electronics, 名古屋, 2017/10/24
  • "Music Similarity Evaluation Based on Onsets", Proceedings in Lecture Notes in Electrical Engineering, 東京, 2017/09/27
  • "Dynamical Start-Band Frequency Determination Based on Music Genre for Spectral Band Replication Tool in MPEG-4 Advanced Audio Coding", IEEE ICASI, Sappro, 2017/05/13
  • "Experimental System for Generating DVB-T2 Signal Based on FPGA Board", IEEE BMSB 2016, 奈良, 2016/06/01
  • "Automatic Chord Generation System Using Basic Music Theory and Genetic Algorithm", IEEE ICCE TW 2016, 埔里, 2016/05/27
  • "Simplifying Soft Demapper Design for Software DVB-T2 Channel Decoder", IEEE Global Conference on Consumer Electronics, Osaka, 2015/10/27
  • "Comparative Study of Channel Estimation Methods for LTE Downlink Transmission", IEEE Global Conference on Consumer Electronics,, Osaka, 2015/10/27
  • "Comparative Study of Singing Voice Detection Methods", InfoTech 2014, Taipei, 2014/10/16
  • "Implementation of LDPC Decoder for L1 Signaling in DVB-T2 Transmission Frame", Proc. Int'l Conf. Consumer electronics, Taipei, Taiwan, Taipei, 2014/05/26
  • "Influences of Inaccurate Estimation of Noise Variance in Sum-Product Algorithm for DVB-T2 Receiver", Internaitonal Conference on Consumer Electronics, Las bvegas, 2014/01/10
  • "Comparative Study of Channel Estimation Methods in Simulated and Real Channels", ISCE 2013, 新竹, 2013/06/03
  • "Is BCH Decoder Really Necessary in DVB-T2 Receiver", ISCE 2013, 新竹, 2013/06/03
  • "Music Identification System Using MPEG-7 Audio Signature Descriptors", e-CASE & e-Tech 2013, Kitakyushu city, 2013/04/03
  • "Comparative Study of Methods for Reducing Dimensionality of MPEG-7 Audio Signature Descriptors", AIM 2013, Seoul, 2013/02/21
  • "Channel Estimation Methods for WiMAX DL Transmission", APWCS2012, Kyoto, 2012/08/22
  • "Social Interaction Feedback System for the Smart Classroom", International Conference on Consumer Electronics, Las Vegas, 2012/01/13
  • "Magic Mirror Table with Social-Emotion Awareness for the Smart Home", International Conference on Consumer Electronics, Las Vegas, 2012/01/13
  • "On the Determination of Start Band Frequency of Spectral Band Replication in MPEG-4 High Efficiency Advanced Audio Coding", International Conference on Computer Convergence Technology (ICCCT 2011), 首爾, 2011/10/20
  • "Hill climbing algorithm for license plate recognition", Int'l conf. on materials eng for adv tech, 新加坡, 2011/05/05
  • "Smart door portal", International Conference on Consumer Electronics, Las Vegas, 2011/01/09
  • "A remote surveillance model for appliance control", International Conference on Network-Based Information Systems, Gifu, 2010/09/14
  • "An aspect-oriented service orchestration for nursing scheduling problem", International Conference on Network-Based Information Systems, Gifu, 2010/09/14
  • "A calendar oriented service for smart home", International Conference on Networked Computing and Advanced Information Management, Seoul, 2010/08/16
  • "Smart timetable for classroom", International Conference on Advanced Learning Technologies, Sousse, 2010/07/05
  • "An intelligent aspect-oriented framework for web", Int'l Conf. on Networked Computing (INC 2010), Gyeongju, 2010/05/11
  • "Channel Estimation for DVB-T Receiver with Asynchronous Sampling Clock", 13th IEEE International Symposium on Consumer Electronics (ISCE 2009), Kyoto, 2009/05/25
  • "Software Implementation of WiMAX Physical Layer", Asia –Pacific Wireless Communications Symposium, Sandai, 2008/08/17
  • "同步與通道估測技術應用於歐規數位地面電視廣播接收機", 2007年全國電信研討會, 台北, 2007/12/01
  • "WiMAX實體層調變軟體模擬平台", 2007「開放原始碼」技術與應用研討會, 台北, 2007/11/01
  • "數位廣播接收機音訊解碼程式之撰寫", 2006「開放原始碼」技術與應用研討會, 台北, 2006/11/10
  • "Dimension Reduction Technique for MPEG-7 audio descriptors", Pacific Rim Conference on Multimedia, 濟州島, 2005/11/13
  • "Rendering Five-Channel Audio on Headsets", International Symposium on Consumer Electronics, 澳門, 2005/06/13
  • "A Constant-time Quantization Strategy for a Real-time MP-3 Encoder", nternational Symposium on Consumer Electronics, 澳門, 2005/06/13
  • "Noise reduction headset with feedback and feed-forward control", 2005 International Conference on Systems & Signals, 高雄, 2005/04/28
  • "降低MPEG-7 Audio Signature維度之研究", 2005年電腦音樂與音訊技術研討會, 台北, 2005/03/12
  • "Implementation of IMDCT for MPEG2/4 AAC on 16-Bit Fixed-Point Digital Signal Processors", 2004 IEEE Asia-Pacific Conference on Circuits and Systems, 台南, 2004/12/06
  • "Comparison of Two Different Approaches to Detect Perceptual Noise for MPEG-4 AAC", Pacific-Rim Conference on Multimedia, 東京, 2004/11/30
  • "Using Only Long Windows in MPEG-2/4 AAC Encoding", Pacific-Rim Conference on Multimedia, 東京, 2004/11/30
  • "On the Improvement of Scalable MPEG-4 CELP at Low Bitrates", Fourth Pacific-Rim Conference on Multimedia, 新加坡, 2003/12/15
  • "Rendering Spatial Sound on Headsets for Five-Channel Audio", Fourth Pacific-Rim Conference on Multimedia, 新加坡, 2003/12/15
  • "Using Head-Related Transfer Function for Sound Field Processing", 2003 International Conference on Informatics, Cybernetics and Systems, 高雄, 2003/12/14
  • "On the Possibility of Only Using Long Windows in MPEG-2 AAC Coding", Pacific Rim Conference on Multimedia, 新竹, 2002/12/16
  • "The Implementation of Music Transposition Function on PCs", Workshop on Consumer Electronics 2002, 新竹, 2002/12/16
  • "Active Noise Control System with Error Microphones Not Around The Quiet Zone", 2002 IEEE International Symposium on Intelligent Signal Processing and Communication Systems, 高雄, 2002/11/21

Research projects

  • 提升歌唱片段起始與結束點之偵測正確率研究, 2023/08/01~2024/07/31
  • 估計未知測試資料集之正確率區間之比較性研究：使用類神經望路偵測人聲段落為例, 2022/08/01~2023/07/31
  • 協助光療機產品認證(二), 2022/05/01~2023/05/31
  • 音訊片段中人聲段落的開始與結束點偵測：使用摺積類神經網路與視覺化工具, 2021/08/01~2022/07/31
  • 協助光療機產品認證, 2021/05/01~2022/04/30
  • 當訓練資料集與測試資料集之相關性不明確時評估測試資料集之正確率區間：以類神經望路偵測歌曲中之人聲段落之正確率為例, 2020/08/01~2021/07/31
  • 以類神經網路搭配整體式學習以偵測歌曲中之人聲段落, 2019/08/01~2020/07/31
  • 以類神經網路偵測立體聲歌曲中之人聲段落, 2018/08/01~2019/07/31
  • 以類神經網路偵測歌曲中之人聲段落, 2017/08/01~2018/07/31
  • 以起音點為基礎之歌曲相似度比對研究, 2016/08/01~2017/07/31
  • 協助開發音訊編解碼技術產學合作計畫, 2016/04/01~2016/10/14
  • 協助開發路網電話(五), 2016/02/16~2016/11/15
  • 立體聲音訊特徵值之研究, 2015/08/01~2016/07/31
  • 協助開發網路電話(四), 2015/02/16~2016/02/15
  • 歌曲中有人聲與無人聲片段識別之研究, 2014/08/01~2015/07/31
  • 協助開發網路電話(三), 2014/02/16~2015/02/15
  • 利用MPEG-7音訊特徵值之原曲辨識研究(三), 2013/08/01~2014/07/31
  • 協助開發網路電話(二)產學合作計畫, 2013/02/16~2014/02/15
  • 協助開發網路電話, 2012/10/16~2013/01/15
  • 利用MPEG-7音訊特徵值之原曲識別研究, 2012/08/01~2013/07/31
  • 協助開發錄音計劃, 2011/11/16~2012/02/15
  • 嵌入式DVB-H接收系統之開發－總計畫, 2010/08/01~2011/07/31
  • 利用MPEG-7音訊特徵值之原曲識別研究, 2010/08/01~2012/07/31
  • 嵌入式DVB-H接收系統之開發－總計畫, 2009/08/01~2010/07/31
  • WiMAX無線通訊系統軟體與工具開發－子計畫三:WiMAX實體層調變軟體模, 2008/08/01~2009/07/31
  • WiMAX無線通訊系統軟體與工具開發－總計畫(III), 2008/08/01~2009/07/31
  • 5. WiMAX無線通訊系統軟體與工具開發(II)－子計畫三:WiMAX實體層調變軟體模擬平台, 2007/08/01~2008/07/31
  • Wimax無線通訊系統軟體與工具開發－總計畫, 2007/08/01~2008/07/31
  • 自動產生GUI測試案例之研究, 2007/08/01~2008/07/31
  • WiMAX無線通訊系統軟體與工具開發－子計畫四：WiMAX實體層調變軟體模擬, 2006/08/01~2007/07/31
  • Wimax無線通訊系統軟體與工具開發－總計畫, 2006/08/01~2007/07/31
  • 開發語音數據機計劃, 2006/05/01~2006/08/31
  • 通訊科技人才培育先導型計劃 (2), 2006/01/01~2006/12/31
  • 無線網際網路電話之實現－無線網際網路電話中具有適應性頻寬傳輸與編碼機制之研製, 2005/08/01~2006/07/31
  • 協助開發數據機延續計劃, 2005/08/01~2005/12/31
  • 使用MPEG-7 音樂特徵值之歌曲辨識之研究, 2005/08/01~2006/07/31
  • 通訊科技人才培育先導型計劃, 2005/03/09~2005/12/31
  • 協助開發數據機計劃, 2004/12/01~2005/07/31
  • 音訊即時解碼晶片程式開發, 2004/11/01~2005/10/31
  • GTT測試先行編輯模式之設計與製作, 2004/10/01~2005/09/30
  • 數位廣播接收機音訊解碼程式之撰寫, 2004/10/01~2005/09/30
  • 嵌入式影音多媒體系統實務能力提昇計劃, 2004/07/01~2004/12/31
  • 協助開發車用行動通訊系統計劃, 2004/04/01~2005/03/31
  • AMR編解碼程式之撰寫, 2003/12/01~2004/11/30
  • MP-3即時編碼程式, 2002/10/01~2003/05/31
  • 太克教學示範電路板及教材, 2002/01/01~2002/06/30
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