國立高雄科技大學電腦與通訊工程系

• Ph.D. in Telecommunications Engineering, National Chiao Tung University

• Chunghwa Telecom

• Wen-Hsing Lai, “Digital Audio Watermarking,” MOST General Research Project, Principal Investigator, 2023.8 – 2024.7.

• Wen-Hsing Lai, “Voice and Instrument Sound Conversion,” MOST General Research Project, Principal Investigator, 2022.8 – 2023.7.

• Wen-Hsing Lai, “Immersive Virtual Reality Sound Effects,” MOST General Research Project, Principal Investigator, 2021.8 – 2022.7.

• Wen-Hsing Lai, “Sound Synthesis Using Deep Learning Techniques,” MOST Short-Term Research Abroad Program for Science and Technology Personnel, Germany, 2018.9 – 2019.1.

Journal Papers：

• Wen-Hsing Lai*, Tsung-Yuan Chou, Meng-Chen Chou, Björn W. Schuller, “Robust Audio Watermarking Based on Empirical Mode Decomposition and Group Differential Relations,” J. Audio Eng. Soc., vol. 71, no. 3, pp. 100–117, 2023 March (SCIE)
• Wen-Hsing Lai*, Siou-Lin Wang, Zhi-Yao Xu, “CycleGAN-Based Singing/Humming to Instrument Conversion Technique,” Electronics 2022, Volume 11, Issue 11, (June-1 2022) 1724. (SCIE)
• Wen-Hsing Lai, Siou-Lin Wang*, “Monaural Instrument Sound Segregation by stacked Recurrent Neural Network,” Journal of Information Science and Engineering, Vol. 38, No. 3, pp. 499-515, May 2022. (SCIE)
• Wen-Hsing Lai*, Siou-Lin Wang, “RPCA-DRNN Technique for Monaural Singing Voice Separation,” EURASIP Journal on Audio, Speech, and Music Processing, 2022, Article number: 4, published on 05 February 2022. (SCIE)
• Wen-Hsing Lai*, Zi-Hao Huang, “Computer Aided Software for No-limit Texas Hold’em Poker,” International Journal of Circuits, Systems and Signal Processing, Volume 12, pp. 540 – 551, 2018 (EI Compendex)
• Wen-Hsing Lai*, Sen-Fu Liang, “Control of Fundamental Frequency Fluctuation in Taiwanese Singing Synthesis,” Journal of the Audio Engineering Society, vol. 66, no. 05, pp. 1-17, May 2018. (SCIE)

• Yi Chin Fang, CHANG, KAI-SHENG*, Wen-Hsing Lai, Wu, Cheng-Xi, LIN WEI YAO, CHU SHU WEI, “A Study of Sonic Spectral Response of Turntable Tonearm Vibration Applied to Vinyl Records,” IEEE International Conference on Applied System Innovation (ICASI), Sun Moon Lake, Nantou, Taiwan, April 21-23, 2022.
• Wen-Hsing Lai*, Siou-Lin Wang*, Zhi-Yao Xu*, “Humming-to-Instrument Conversion based on Cycle-GAN,” International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2021), Hualien, Taiwan, November 16 – 19, 2021.
• Tsung Yuan Chou, Wen-Hsing Lai*, “Application of the Internet of Everything in Educational Institutions,” International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2021), Hualien, Taiwan, November 16 – 19, 2021.
• Wen-Hsing Lai, Siou-Lin Wang*, “Separation of Electric Guitar Sound based on stacked Recurrent Neural Network,” The 25th International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2020), Taipei, Taiwan, December 3 – 5, 2020, pp. 52-55.
• Kun Qian, Zhao Ren, Fengquan Dong, Wen-Hsing Lai, Björn W. Schuller, and Yoshiharu Yamamoto, “Deep Wavelets for Heart Sound Classification,” 2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2019), Beitou, Taipei, Taiwan, December 3-6, 2019.
• Jia-Xuan Wu, Wei-Chen Lin, Misato Nakajima, Haruki Nishio, Su Yeon Park, Hyun Dong Lee, Wen-Hsing Lai, ““Time to Eat” - Food Expiration Reminder,” The 14th International Student Conference on Advanced Science and Technology (ICAST) 2019, Kumamoto University, Japan, November 28 - 29, 2019.
• Yen-Yi Lu, Po-Cheng Cheng, Naoto Kurashige, Tomoka Nakamura, Seong Bong Kim, Hui Ju Cheon, Wen-Hsing Lai, “Automatic cooling trash bin,” The 14th International Student Conference on Advanced Science and Technology (ICAST) 2019, Kumamoto University, Japan, November 28 - 29, 2019.
• Yi-Tong Liu, Jian-Xian Li, Atsushi Onohara, Sakura Shimizu, Han Heum Huang, Da Bin So, Wen-Hsing Lai, “Safety Detection System for Solitary Elderly by Infrared Sensors,” The 14th International Student Conference on Advanced Science and Technology (ICAST) 2019, Kumamoto University, Japan, November 28 - 29, 2019.