Publication

Szu-Ting Wang, Wen-Yen Hsu, Shin-Chi Lai*, Ming-Hwa Sheu, Chuan-Yu Chang, Shih-Chang Hsia, and Szu-Hong Wang, “Feature–Shuffle and Multi–Head Attention–Based Autoencoder for Eliminating Electrode Motion Noise in ECG Applications,” Sensors, vol. 25, no. 20, 13 October, 2025. (IF=3.5, 2024 JCR)

Shin-Chi Lai, Yi-Chang Zhu, Szu-Ting Wang, Yen-Ching Chang, Ying-Hsiu Hung, Jhen-Kai Tang, and Wen-Kai Tsai*, “XTTS-Based Data Augmentation for Profanity Keyword Recognition in Low-Resource Speech Scenarios,” Applied System Innovation, vol. 8, no. 4, 31 July, 2025. (IF=3.7, 2024 JCR)

Shin-Chi Lai, Szu-Ting Wang, S. M. Salahuddin Morsalin, Jia-He Lin, Shih-Chang Hsia, Chuan-Yu Chang, and Ming-Hwa Sheu*, “VLSI Architecture Design for Compact Shortcut Denoising Autoencoder Neural Network of ECG Signal, ” IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 72, pp. 1621-1633, 29 January, 2025. (IF=5.2, 2023 JCR)

Ming-Hwa Sheu, En-Chi Yang, Szu-Ting Wang, Wen-Ho Juang, and Shin-Chi Lai*, “High Precision, Low Complexity, and Fast Calculation Based on Hybrid Recursive DFT and FFT Algorithms for Electrochemical Impedance Spectroscopy System,” IEEE Transactions on Instrumentation & Measurement, vol. 73, 11 September, 2024. (IF=5.6, 2023 JCR)

Shin-Chi Lai, Szu-Ting Wang, Yi-Chang Zhu, Ying-Hsiu Hung, Jeng-Dao Lee, and Wei-Da Chen*, “High-Accuracy and Low-Multiplication Recursive Discrete Cosine Transform Algorithm Design and Its Realization in Mel-scale Frequency Cepstral Coefficients,” IEEE Transactions on Very Large Scale Integration, vol. 32, pp. 2139-2143, July, 2024. (IF=2.8, 2023 JCR)

Wen-Ho Juang, En-Chi Yang, Szu-Ting Wang, Ming-Hwa Sheu, How-Chiun Wu, and Shin-Chi Lai*, “Portable RDFT-Based EIS System Design With a Low-Complexity Impedance Calculation”, IEEE Transactions on Instrumentation & Measurement, vol. 72, pp. 6503015, 9 May. 2023. (IF=5.6, 2023 JCR)

Shin-Chi Lai, Szu-Ting Wang*, Kuan-Lin Liu, and Chang-Yu Wu, “A Remote Monitoring System for Rodent Infestation Based on LoRaWAN,” Sensors, vol. 23, no. 9, 22 April 2023. (IF=3.9, 2023 JCR)

Ming-Hwa Sheu, Yu-Syuan Jhang, Yen-Ching Chang, Szu-Ting Wang, Chuan-Yu Chang, and Shin-Chi Lai*, “Lightweight Denoising Autoencoder Algorithm Design for Electrode Motion Artifact Removal in Electrocardiogram,” IEEE Access, vol. 10, pp. 98104–98116, Oct. 2022. (IF=3.476, 2022 JCR)

Yu-Syuan Jhang, Szu-Ting Wang, Ming-Hwa Sheu, Szu-Hong Wang, and Shin-Chi Lai*, “Integration Design of Portable ECG Signal Acquisition with Deep-Learning Based Electrode Motion Artifact Removal on an Embedded System,” IEEE Access, Vol. 10, pp. 57555–57564, 26 May 2022. (IF=3.476, 2022 JCR)

Yu-Syuan Jhang, Szu-Ting Wang, Ming-Hwa Sheu, Szu-Hong Wang, and Shin-Chi Lai*, “Channel-wise Average Pooling and 1D Pixel-Shuffle Denoising Autoencoder for Electrode Motion Artifact Removal in ECG,” Applied Sciences, vol. 12, pp. 6957, 9 July 2022. (IF=2.838, 2022 JCR)

Shin-Chi Lai, Ying-Hsiu Hung, Yi-Chang Zhu, Szu-Ting Wang, Qi-Xian Huang, Ming-Hwa Sheu, and Wen-Ho Juang*, “Hardware Accelerator Design of DCT Algorithm with Unique-Group Cosine Coefficients for MFCC,” IEEE Access, vol. 10, pp. 79681-79688, Oct. 2022. (IF=2.838, 2022 JCR)

Shin-Chi Lai, Ying-Hsiu Hung, Yi-Chang Zhu, Szu-Ting Wang, Ming-Hwa Sheu, and Wen-Ho Juang*, “A Low-Cost Smart Digital Mixer System Based on Speech Recognition,” Electronics, vol. 11, no. 4, pp. 604, 16 Feb. 2022. (IF=2.397, 2021 JCR)

Xing-Tian Wang*, Ming-Chu Li, Szu-Ting Wang and Chin-Chen Chang, “Reversible Data Hiding Exploiting High-Correlation Regulation for High-Quality Images, ” Security and Communication Networks, vol. 8, no. 7, pp. 1408-1421, 2015-05. [SCI, EI]

Shin-Chi Lai, Shang-Sian Wu, Szu-Ting Wang*, “Heart Rate Estimation from FMCW Radar Using CNN Autoencoder–Transformer for Motion Artifact Mitigation,” The 22nd International SoC Conference (ISOCC 2025), Busan, South Korea, October 15-18, 2025.

Yao-Feng Liang, Li-Chuan Hsu, Chen-Peng Wang, Ying-Hsiu Hung, Yen-Ching Chang, Szu-Ting Wang, Ming-Hwa Sheu and Shin-Chi Lai*, “CNN-Based Denoising Autoencoder with Skip Connections for Motion Artifact Removal in Photoplethysmography Signals,” International Workshop on Consumer Electronics (2024 iWCE), Taoyuan, Taiwan, November 22-23, 2024.

Yi-Chang Zhu, Szu-Ting Wang, and Shin-Chi Lai*, “Implementing Embedded Keyword Recognition Systems Using AI-Generated Speech for Data Augmentation,” The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), August 23-25, Kumamoto, Japan, 2024.

Shang-Sian Wu, Li-Chuan Hsu, Song-Min Ke, Guan-Yu Lai, Szu-Ting Wang, and Shin-Chi Lai*, “Low-Cost System Design for People Flow Monitoring,” The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), August 23-25, Kumamoto, Japan, 2024.

Song-Min Ke, Li-Chaun Hsu, Shang-Sian Wu, Guan-Yu Lai, Szu-Ting Wang, and Shin-Chi Lai*, “Prototype Design of Real-time Remote Monitoring System Applied to Autonomous Vehicle in Campus Scenarios,” The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), August 23-25, Kumamoto, Japan, 2024.

Szu-Ting Wang, Shang-Sian Wu, Kuo-Cheng Tseng, Li-Chuan Hsu, Song-Min Ke, Shin-Chi Lai *, “A LoRaWAN Enabled Sensor-Based System for Detecting Rodent Activity,” 21st International SoC Design Conference, August 18-22, Sapporo, Japan, 2024.

Yen-Ching Chang, Szu-Ting Wang, Ying-Hsiu Hung, Yao-Feng Liang, Ming-Hwa Sheu, Shin-Chi Lai*, “Heart Valve Disease Recognition Using Phonocardiogram Signal Based on A Lightweight Convolution Neural Network”, 20th International SoC Design Conference, October 25-28, 2023.

Ying-Hsiu Hung, Yen-Ching Chang, Szu-Ting Wang, Jeng-Dao Lee, Wen-Ho Juang, Ming-Hwa Sheu, Shin-Chi Lai*,“Convolutional Neural Network-based Keyword Classification for Mixer Control”, 20th International SoC Design Conference, October 25-28, 2023.

En-Chi Yang, Szu-Ting Wang, Kuan-Lin Liu, Wen-Ho Juang, Ming-Hwa Sheu, How-Chiun Wu, Shin-Chi Lai*, “Fast Measurement of Impedance Calculation for Electrochemical Impedance Spectroscopy”, 20th International SoC Design Conference, October 25-28, 2023.

Ying-Hsiu Hung, Yen-Ching Chang, Szu-Ting Wang, Jeng-Dao Lee, Wen-Ho Juang, Ming-Hwa Sheu, Shin-Chi Lai*, “Keyword Classification in Mixer Control using Convolutional Neural Network”, TJCASxTKCAS 2023, September 6-8, 2023.

Kuan-Lin Liu, Shang-Sian Wu, Li-Chuan Hsu, Song-Min Ke, Guan-Yu Lai, Feng-Shiuan Tsai, Szu-Ting Wang, Wei-Da Chen and Shin-Chi Lai*, “An Innovative Intelligent Rodent Monitoring System”, TJCASxTKCAS 2023, September 6-8, 2023.

Yao-Feng Liang, Ying-Hsiu Hung, Szu-Ting Wang, Shin-Chi Lai*, “A Photoplethysmography Measurement System for Stress Calculation Based on Heart Rate Variability”, TJCASxTKCAS 2023, September 6-8, 2023.