| Name | LAI SHIN-CHI |
|---|---|
| Job Title. | Professor |
| Tel | +886-5-631-5382 |
| Education | Ph.D., Institute of Electrical Engineering, National Cheng Kung University |
| Research Expertise | Digital Integrated Circuit Design, System-on-Chip (SoC) Design, Microprocessor Applications, Digital Signal Processing, Physiological Signal Processing, Instrument System Design |
| Research Fields |
Power and Energy Management; IoT Chip Integration Applications; Chip Design for Voice/Visual Recognition, Noise Suppression, and Time-Frequency Analysis; Physiological Signal Acquisition and Analysis; Hearing Aid Design |
| Country | School Name | Department | Degree |
|---|---|---|---|
| 國立成功大學 | 電機工程研究所 | 博士 | |
| 國立成功大學 | 電機工程研究所 | 碩士 | |
| 國立雲林科技大學 | 電子工程研究所 | 碩士 | |
| 建國技術學院 | 電子工程學系 | 學士 |
| Year | Paper Title |
|---|---|
| 2026 | Enhanced Triboelectric Nanogenerator Performance Using Cellulose Nanocrystal-Incorporated Electrospun PVDF-HFP Nanofibrous Membranes, ACS Applied Energy Materials, pp. 17530−17543-, May. 2026 |
| 2026 | A Novel Chip Design and System Integration for High-Speed Bridge Silicon-Carbide Driver, IEEE Transactions on Circuits and Systems I: Regular Papers, Feb. 2026 |
| 2025 | Enhanced Noise Reduction in Photoplethysmography Signals Using a Denoising Autoencoder, SENSORS AND MATERIALS, pp. 5123-5139, Nov. 2025 |
| 2025 | A Robust and Efficient Workflow for Heart Valve Disease Detection from PCG Signals: Integrating WCNN, MFCC Optimization, and Signal Quality Evaluation, SENSORS, pp. pp.6562-, Oct. 2025 |
| 2025 | Feature–Shuffle and Multi–Head Attention–Based Autoencoder for Eliminating Electrode Motion Noise in ECG Applications, SENSORS, pp. pp.6322-, Oct. 2025 |
| 2025 | Enhanced Triboelectric Nanogenerator Performance Using Cellulose Nanocrystal-Incorporated Electrospun PVDF-HFP Nanofibrous Membranes, ACS APPLIED ENERGY MATERIALS, Aug. 2025 |
| 2025 | XTTS-Based Data Augmentation for Profanity Keyword Recognition in Low-Resource Speech Scenarios, Applied System Innovation, pp. pp.108-, Jul. 2025 |
| 2025 | VLSI Architecture Design for Compact Shortcut Denoising Autoencoder Neural Network of ECG Signal, IEEE Transactions on Circuits and Systems I: Regular Papers, pp. 1621-1633, Jan. 2025 |
| 2024 | High Precision, Low Complexity, and Fast Calculation Based on Hybrid Recursive DFT and FFT Algorithms for Electrochemical Impedance Spectroscopy System, IEEE Transactions on Instrumentation and Measurement, pp. pp.7507914-, Sep. 2024 |
| 2024 | 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 (VLSI) Systems, pp. 2139-2143, Jul. 2024 |
| 2023 | Portable RDFT-Based EIS System Design with a Low-Complexity Impedance Calculation, IEEE Transactions on Instrumentation and Measurement, pp. pp.6503015-, May. 2023 |
| 2023 | A Remote Monitoring System for Rodent Infestation Based on LoRaWAN, Sensors, pp. pp.4185-, Apr. 2023 |
| 2023 | Improvement of Human Pose Estimation and Processing With the Intensive Feature Consistency Network, IEEE Access, pp. 28045-28059, Mar. 2023 |
| 2022 | Lightweight Denoising Autoencoder Design for Noise Removal in Electrocardiography, IEEE ACCESS, pp. 98104-98116, Sep. 2022 |
| 2022 | Channel-wise Average Pooling and 1D Pixel-Shuffle Denoising Autoencoder for Electrode Motion Artifact Removal in ECG, Applied Sciences, pp. 6957-6979, Jul. 2022 |
| 2022 | Hardware Accelerator Design of DCT Algorithm With Unique-Group Cosine Coefficients for Mel-Scale Frequency Cepstral Coefficients, IEEE ACCESS, pp. 79681-79688, Jul. 2022 |
| 2022 | Integration Design of Portable ECG Signal Acquisition with Deep-Learning Based Electrode Motion Artifact Removal on an Embedded System, IEEE ACCESS, pp. 57555-57654, May. 2022 |
| 2022 | A Low-Cost Smart Digital Mixer System Based on Speech Recognition, Electronics, pp. pp. 604-, Feb. 2022 |
| 2021 | UAV Object Tracking Application Based-on Patch Color Group Feature on Embedded System, Electronics, vol. 10, 15, pp. pp. 1864-, Aug. 2021 |
| 2020 | High compression rate algorithm to speed up transmission－Real-time measurement of EMG/ECG physiological signals, Micro-Electronics, 412, pp. 81-86, Jul. 2020 |
| 2020 | A Prototype Design of ECG and EMG Acquisition System with Novel Lossless Data Compression and Baseline Wandering Cancellation Algorithms, International Journal of Electrical Engineering, vol. 27, 3, pp. pp. 77–91-, Jun. 2020 |
| 2019 | A non-feedback-loop and low-computation- complexity algorithm design for a novel 2-D sliding DFT computation, IEEE ACCESS, vol. 7, 1, pp. 104912-104920, Dec. 2019 |
| 2018 | VLSI Architecture for Novel Hopping Discrete Fourier Transform Computation, IEEE ACCESS, vol. 6, pp. pp. 30491–30500-, Jun. 2018 |
| 2017 | Urine Microchip Sensing System, Smart Sensors and Systems: Innovations for Medical, Environmental, and IoT Applications, pp. 359-284, Dec. 2017 |
| 2017 | Low-complexity hopping DFT design based on a compact recursive structure, ELECTRONICS LETTERS, vol. 53, 1, pp. pp. 25–27-, Jan. 2017 |
| 2016 | An ECG Acquisition System Prototype Design with Flexible PDMS Dry Electrodes and Variable Transform Length DCT-IV Based Compression Algorithm, IEEE Sensors Journal, vol. 16, 23, pp. pp. 8244–8254-, Dec. 2016 |
| 2016 | A Self-testing Platform with a Foreground Digital Calibration Technique for SAR ADCs, Applied Sciences, vol. 6, 8, pp. pp. 217-, Jul. 2016 |
| 2016 | A Low-Complexity Recursive Algorithm and Compact Hardware Design for Sliding Discrete Fourier Transform, International Journal of Electrical Engineering, vol. 23, 2, pp. pp. 73–81-, Jun. 2016 |
| 2016 | Thumb-based ECG Signal Acquisition System with Digital Signal Processing Algorithms, International Journal of Electrical Engineering, vol. 23, 2, pp. pp. 83–92-, Jun. 2016 |
| 2016 | A Portable Low-Power Acquisition System with a Urease Bioelectrochemical Sensor for Potentiometric Detection of Urea Concentrations, Sensors , pp. 474-, Apr. 2016 |
| 2016 | Hybrid Architecture Design for Calculating Variable-Length Fourier Transform, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 63, 3, pp. pp. 279–283-, Mar. 2016 |
| 2016 | A Distortion Cancellation Technique with the Recursive DFT Method for Successive Approximation Analog-to-Digital Converters, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 63, 2, pp. 146-150, Feb. 2016 |
| 2015 | 11.25-ms-Group-Delay and Low-Complexity Algorithm Design of 18-band Quasi-ANSI S1.11 1/3 Octave Digital Filter Bank for Hearing Aids, IEEE Transactions on Circuits and Systems-I: Regular Papers, vol. 62, 6, pp. pp. 1572–1581-, Jun. 2015 |
| 2013 | An Innovative Fast Algorithm and Structure Design for Analysis and Synthesis Quadrature Mirror Filterbanks on the SBR in DRM, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 60, 11, pp. pp. 806–810-, Nov. 2013 |
| 2013 | Low-Power and Optimized VLSI Implementation of Compact RDFT Processor for the Computations of DFT and IMDCT in a DRM and DRM+ Receiver, Journal of Low Power Electronics and Applications, vol. 3, 2, pp. 99-113, May. 2013 |
| 2013 | A Low-power Bio-potential Acquisition System with Flexible PDMS Dry Electrodes for Portable Ubiquitous Healthcare Applications, Sensors, Mar. 2013 |
| 2012 | Corrections to the Area- and Power-Efficient Design of Daubechies Wavelet Transforms Using Folded AIQ Mapping, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 59, 8, pp. pp. 511–514-, Aug. 2012 |
| 2012 | Low-Cost and High-Accuracy Design of Fast Recursive MDCT / MDST / IMDCT / IMDST Algorithms and Their Realization, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 59, 1, pp. pp. 65–69-, Jan. 2012 |
| 2011 | High-Throughput, Power-Efficient, Coefficient-Free and Reconfigurable Green Design for Recursive DFT in a Portable DRM Receiver, International Journal of Electrical Engineering, vol. 18, 3, pp. pp. 137–145-, Jun. 2011 |
| 2010 | A Low-Cost, Low-Complexity and Memory-Free Architecture of Novel Recursive DFT and IDFT Algorithms for DTMF Application, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 57, 9, pp. pp. 711–715-, Sep. 2010 |
| 2010 | Low-Computation cycle, Power-Efficient, and Reconfigurable Design of Recursive DFT for Portable Digital Radio Mondiale Receiver, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 57, 8, pp. pp. 647–651-, Aug. 2010 |
| 2010 | Low Complexity and Fast Computation for Recursive MDCT and IMDCT Algorithms, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 57, 7, pp. pp. 571–575-, Jul. 2010 |
| 2009 | Low Computational Complexity, Low Power, and Low Area Design for the Implementation of Recursive DFT and IDFT Algorithms, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 56, 12, pp. pp. 921–925-, Dec. 2009 |
| 2009 | Common Architecture Design of Novel Recursive MDCT and IMDCT Algorithms for Application to AAC, AAC in DRM, and MP3 Codecs, IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 56, 10, pp. pp. 793–797-, Oct. 2009 |
| Year | Paper Title |
|---|---|
| 2025 | Heart Rate Estimation from FMCW Radar Using CNN Autoencoder–Transformer for Motion Artifact Mitigation, The 22nd International SoC Conference (ISOCC 2025), Oct. 14-17, 2025, KOR南韓 |
| 2025 | Visualization-Assisted Insect Classification Human–Machine Interface System Based on Spatial Pyramid Pooling CNN, The IEEE Asia Pacific Conference on Circuits and Systems 2025 (APCCAS 2025), Oct. 11-14, 2025, KOR南韓 |
| 2024 | Insect Classification Using Spatial Pyramid Pooling and Convolution Neural Network, The Asia Pacific Conference on Circuits and Systems (APCCAS 2024), Nov. 06-08, 2024, TWN臺灣 |
| 2024 | A LoRaWAN-Based Sensor Network for Monitoring Rodent Activity, The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), Aug. 22-24, 2024, JPN日本 |
| 2024 | 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), Aug. 22-24, 2024, JPN日本 |
| 2024 | Low-Cost System Design for People Flow Monitoring, The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), Aug. 22-24, 2024, JPN日本 |
| 2024 | Multilingual Translation System Design with Personalized Voice Characteristics, The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), Aug. 22-24, 2024, JPN日本 |
| 2024 | Sports Blood Oxygen and Heart Rate Sensing: CNN based denoising autoencoder for Motion Artifact Reduction in Photoplethysmography, The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), Aug. 22-24, 2024, JPN日本 |
| 2024 | Implementing Embedded Keyword Recognition Systems Using AI-Generated Speech for Data Augmentation, The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), Aug. 22-24, 2024, JPN日本 |
| 2024 | Advanced Denoising Autoencoder with CNN Architecture for Enhancing the Quality of Photoplethysmography Signals, The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), Aug. 22-24, 2024, JPN日本 |
| 2024 | Integrated System Design for Low-Latency Multilingual Translation and Smart Speech Synthesis Applied to Conference Scenarios, The 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), Aug. 22-24, 2024, JPN日本 |
| 2024 | Voice Activation Prototype Design Applied to Robotic Arm, he 10th Taiwan and Japan Conference on Circuits and Systems (TJCAS 2024), Aug. 22-24, 2024, JPN日本 |
| 2024 | Design of a Multilingual Translation System with Personalized Voice Characteristics, The 21st International SoC Conference (ISOCC 2024), Aug. 21-24, 2024, JPN日本 |
| 2024 | Integrating Noise Classification and Speech Enhancement Model for Hearing Aids, The 21st International SoC Conference (ISOCC 2024), Aug. 21-24, 2024, JPN日本 |
| 2024 | A LoRaWAN Enabled Sensor-Based System for Detecting Rodent Activity, The 21st International SoC Conference (ISOCC 2024), Aug. 21-24, 2024, JPN日本 |
| 2023 | Heart Valve Disease Recognition Using Phonocardiogram Signal Based on A Lightweight Convolution Neural Network, 20th International SoC Design Conference, Oct. 24-27, 2023, KOR南韓 |
| 2022 | 具可建構於IoT平台之基於Goertzel DFT低複雜度、高精度阻抗分析系統設計, 2022民生電子研討會, Nov. 24, 2022, TWN中華民國(臺灣) |
| 2022 | Yen-Ching Chang2, Ying-Hsiu Hung2, 4, Szu-Ting Wang4, Yi-Chang Zhu4, Ming-Hwa Sheu2, and Shin-Chi Lai2, 3, *, Low-computation and High-accuracy Deep-CNN Algorithm Design for Phonocardiogram Disease Recognition Based on MFCC Feature Extraction, International Symposium on Engineering and Technology 2022 (ISET 2022), Nov. 10-12, 2022, TWN中華民國(臺灣) |
| 2022 | Yao-Feng Liang1, Pei-Fen Chang1, Min-Yi Hsu1, Ying-Hsiu Hung2, Szu-Ting Wang2, and Shin-Chi Lai3,4,*, A Low-cost Sensoring System for Estimating Motion State from PPG Signals, 2022 Symposium on Engineering, Medicine, and Biology Applications (SEMBA 2022), Sep. 02-03, 2022, TWN中華民國(臺灣) |
| 2021 | Shin-Chi Lai, Ying-Hsiu Hung, Yi-Chang Zhu, Szu-Ting Wang, Ming-Hwa Sheu, Wen-Ho Juang, A Novel Low-cost Smart Digital Mixer System Based on Speech Recognition, the 3rd International Symposium on Engineering and Technology (ISET), Nov. 18-19, 2021, TWN中華民國(臺灣) |
| 2021 | Shin-Chi Lai, Ying-Hsiu Hung, Yi-Chang Zhu, Szu-Ting Wang, Ming-Hwa Sheu, and Wen-Ho Juang, Direct Computation of Discrete Cosine Transform Algorithm and Its Hardware Architecture Design for Mel-scale Frequency Cepstral Coefficients, 3rd IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE), Oct. 28-30, 2021, TWN中華民國(臺灣) |
| 2018 | Wen-Ho Juang, Shin-Chi Lai, Ching-Hsing Luo, and Shuenn-Yuh Lee, Sliding DFT Approach: A Low-cost and Low-coefficient Architecture Design, International Computer Symposium (ICS 2018), Dec. 19-21, 2018, TWN中華民國(臺灣) |
| 2018 | Shin-Chi Lai, Ying-Hsiu Hung, and Ying-Ting Chang, Low-Cost Prototype Design of Biomedical Sensing Device for ECG and EMG Signal Acquisition System, 2018 International Conference BIOMDLORE, Jun. 27-29, 2018, POL波蘭共和國 |
| Project Category | Year | Project Title | Job Title | Period |
|---|---|---|---|---|
| 政府學術研究計畫-科技部專題研究計畫 | 2026 | 以整合視覺、觸覺與力覺之多感測泛用型機械手末端執行器為核心之語音驅動人機協作智慧工廠系統建構與自動化生產研究 | 共同(協同)主持人 | 2026.07 ~ 2027.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2026 | 應用力學分析之AI模型開發即時下顎齒科矯正力學預測評估平台：以透明牙套矯正為例 | 共同(協同)主持人 | 2026.07 ~ 2027.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2026 | 114年度【基於毫米波感測實現語音感知增強與語意辨識功能之智慧助聽輔具設計】(優秀年輕學者研究計畫) | 主持人 | 2026.07 ~ 2027.07 |
| 其他單位產學計畫 | 2026 | 虎豐星星暑期教育營隊 | 共同(協同)主持人 | 2026.06 ~ 2026.09 |
| 其他單位產學計畫 | 2026 | 虎豐攜手共創職能探索 | 共同(協同)主持人 | 2026.02 ~ 2027.02 |
| 政府其他案件 | 2025 | 2026 年技職盃黑客松競賽(中區分區競賽) | 主持人 | 2025.12 ~ 2026.09 |
| 其他單位產學計畫 | 2025 | 數位管理共好加值計畫-AI排程與庫存系統管理應用工作坊 | 共同(協同)主持人 | 2025.08 ~ 2025.11 |
| 企業產學計畫(含公營及私人企業) | 2025 | ACS-生物活動範圍與出沒路徑估測雛型演算(第二期) | 主持人 | 2025.07 ~ 2026.07 |
| 企業產學計畫(含公營及私人企業) | 2025 | ACS-數位頻道自動跳頻接收機(DWR-5420)系列韌體程式維護與優化-第一期 | 主持人 | 2025.07 ~ 2026.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2025 | 114年度【基於毫米波感測實現語音感知增強與語意辨識功能之智慧助聽輔具設計】(優秀年輕學者研究計畫) | 主持人 | 2025.07 ~ 2026.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2025 | 114年度【創新分離式自主移動機器人驅動控制架構開發與智慧語音技術整合研究-實現以語音操控創新智慧控制模組與車體自動組裝並實際進行機器人派遣與任務執行】 | 共同(協同)主持人 | 2025.07 ~ 2026.07 |
| 其他單位產學計畫 | 2025 | 虎豐星星暑期教育營隊 | 共同(協同)主持人 | 2025.06 ~ 2025.09 |
| 政府產學計畫 | 2025 | 114年度【基於Transformer模型並支援ChatGPT語意辨識之智慧音場控制與聲控麥克風技術整合系統】 | 主持人 | 2025.05 ~ 2026.05 |
| 其他單位產學計畫 | 2025 | 具智慧視覺與語音之台灣自主開發協作型機械手臂技術整合產學合作計畫 | 共同(協同)主持人 | 2025.02 ~ 2025.11 |
| 其他單位產學計畫 | 2025 | 非傳統加工設備AI應用模組開發與實踐產學合作計畫 | 共同(協同)主持人 | 2025.02 ~ 2025.11 |
| 企業產學計畫(含公營及私人企業) | 2025 | ACS-生物活動範圍與出沒路徑估測雛型演算第一期 | 主持人 | 2025.01 ~ 2025.08 |
| 其他單位產學計畫 | 2025 | 虎豐攜手共創職能探索 | 共同(協同)主持人 | 2025.01 ~ 2026.01 |
| 政府產學計畫 | 2024 | 113年度 【 產學合作計畫－智慧型低功耗生物熱點監測系統—以鼠害監測為例 】 | 主持人 | 2024.10 ~ 2025.10 |
| 企業產學計畫(含公營及私人企業) | 2024 | ACS-抑制環境與隨機移動雜訊的生理訊號動態追踨檢測方法研究 | 主持人 | 2024.09 ~ 2025.09 |
| 政府學術研究計畫-科技部專題研究計畫 | 2024 | 113年度【依環境音情況及配戴者感受為導向開發智慧語意辨識及實時調校功能之助聽輔具系統晶片設計】 | 主持人 | 2024.07 ~ 2025.07 |
| 其他單位產學計畫 | 2024 | 虎豐攜手共創-職能探索 | 共同(協同)主持人 | 2024.01 ~ 2025.01 |
| 政府產學計畫 | 2023 | 112年度【產學合作計畫－基於關鍵詞辨識之語音控制智慧混音多媒體系統研發】 | 主持人 | 2023.10 ~ 2024.10 |
| 企業產學計畫(含公營及私人企業) | 2023 | ACS-多媒體智慧混音擴音機研發 | 主持人 | 2023.08 ~ 2025.08 |
| 政府學術研究計畫-科技部專題研究計畫 | 2023 | 人機智慧協作工廠關鍵技術開發、整合與少量 多樣生產 | 共同(協同)主持人 | 2023.07 ~ 2024.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2023 | 科技部111年度優秀年輕學者研究-應用於助聽輔具之時頻分析、梅爾倒頻譜係數 與卷積神經網路演算整合雛型晶片設計 | 主持人 | 2023.07 ~ 2024.10 |
| 政府其他案件 | 2023 | 112年度教育部補助辦理大專校院STEM領域及女性研發人才培育計畫-「以STEM教育實踐於智駕車開源產業技術研發之人才培育計畫」(第三年) | 共同(協同)主持人 | 2023.07 ~ 2024.07 |
| 企業產學計畫(含公營及私人企業) | 2023 | ACS-Yao-Chi智慧排班系統(網頁及手機應用程式) | 主持人 | 2023.07 ~ 2027.07 |
| 其他單位產學計畫 | 2023 | 虎豐攜手共創-職能探索 | 共同(協同)主持人 | 2023.01 ~ 2024.01 |
| 企業產學計畫(含公營及私人企業) | 2022 | ACS-Focus系列混音系統開發與Android APP設計 | 主持人 | 2022.10 ~ 2023.12 |
| 政府學術研究計畫-科技部專題研究計畫 | 2022 | 科技部111年度優秀年輕學者研究-應用於助聽輔具之時頻分析、梅爾倒頻譜係數 與卷積神經網路演算整合雛型晶片設計 | 主持人 | 2022.07 ~ 2023.10 |
| 企業產學計畫(含公營及私人企業) | 2022 | ACS-智慧辨識會員系統APP設計 | 主持人 | 2022.07 ~ 2026.07 |
| 企業產學計畫(含公營及私人企業) | 2022 | ACS-系統故障預測與智慧診斷技術 | 共同(協同)主持人 | 2022.06 ~ 2023.12 |
| 企業產學計畫(含公營及私人企業) | 2021 | ACS-刀具磨損偵測警示系統開發 | 主持人 | 2021.09 ~ 2022.12 |
| 政府學術研究計畫-科技部專題研究計畫 | 2021 | 科技部110年度【以時頻分析與卷積神經網路計算為基礎之噪音抑制演算助聽輔具研製(第三年)】 | 主持人 | 2021.07 ~ 2022.10 |
| 企業產學計畫(含公營及私人企業) | 2021 | ACS-鼠害自動化偵測與防法系統開發 | 主持人 | 2021.07 ~ 2026.07 |
| 企業產學計畫(含公營及私人企業) | 2021 | ACS-AI視覺演算與儲能系統開發 | 主持人 | 2021.07 ~ 2025.07 |
| 政府學術研究計畫-科技部專題研究計畫 | 2020 | 科技部109年度【以時頻分析與卷積神經網路計算為基礎之噪音抑制演算助聽輔具研製(第 二/三年) 】 | 主持人 | 2020.07 ~ 2021.10 |
| Year | Paper Title |
|---|---|
| 2025 | ZHU, YI-CHANG, Data Augmentation Using XTTS-Based Speech Synthesis for High-Accuracy Multi-Class Keyword Recognition in Small-Sample Scenarios - A Case Study on Profanity, 2025 |
| 2024 | LIANG, YAO-FENG, Advanced Noise Suppression in Photoplethysmography Signals Using Denoising Autoencoder Technique, 2024 |
| 2024 | WU, CHANG-YU, An Automated Pest Image Feature Detection and Classification System Integrating Convolutional Neural Networks and Multi-Scale Processing Techniques, 2024 |
| 2024 | WANG, SZU-TING, ECG Signal Denoising Using Multi-Scale Low-Rank Hybrid Attention Autoencoders, 2024 |
| 2023 | Denoising Autoencoder Design Applied on Photoplethysmography Signal, 2023 |
| 2021 | A Semantics Detection System for Profanity Based on MFCC Extraction Method in Speech Recognition by Using Convolutional Neural Network, 2021 |
| Year | Competition Name | Work Name | Student Name | Instructor Name | Award Place |
|---|---|---|---|---|---|
| 2025 | 科技友瘋狂-AI創新與應用校園設計競賽 | 陳政榮、賴建宏、林芯宇 | 佳作 | ||
| 2025 | 科技友瘋狂-AI創新與應用校園設計競賽 | 吳昌育、柯松旻、瞿長毅、陳子騏 | 佳作 | ||
| 2025 | 科技友瘋狂-AI創新與應用校園設計競賽 | 張宴卿、徐立全、陳冠良、梁耀楓 | 第一名 | ||
| 2024 | 民生電子國際研討會最佳論文獎 | 佳作 | |||
| 2024 | 第八屆全國醫學工程創意競賽 | 佳作 | |||
| 2024 | 2024全國智慧製造應用競賽AI創新組 | 第二名 | |||
| 2024 | 113年度學生自組SDGs創意實踐團隊競賽-「永續17 . 虎我來!」你就是下一位永續先行者 | 第二名 | |||
| 2024 | 科技友瘋狂-MCU創意暨電源校園設計競賽 | 第三名 | |||
| 2023 | 第十八屆盛群盃HOLTEK MCU 創意大賽 安富利科技_智能健康及智慧居家應用獎 | 即時PPG信號擷取與基線雜訊抑制演算開發 | 梁耀楓、王丞鵬、徐立全 | 第一位 | 第二名 |
| 2023 | 2023 全國大專及高中職學生專題競賽 | AI影像辨識技術：創新病媒蟲與鼠害智能檢測系統 | 柯松旻，賴冠瑜、巫尚憲、蔡豐軒 | 佳作 | |
| 2023 | 2023 創創 AIoT 競賽 | 佳作 | |||
| 2022智慧晶片系統應用創新專題實作競賽 | 第二位 | 佳作 |
| Service Name | Service Type | Service Unit | Participation Status | Area | Service Start Date | Service End Date |
|---|---|---|---|---|---|---|
| 評審委員 | 其他 | 新北市政府教育局舉辦2025FRC機器人區域大賽 | 2025-02-28 | 2025-03-01 | ||
| 評審委員 | 其他 | 全國高級中等學校電機與電子群科 | 2024-12-31 | 2025-12-30 | ||
| 協會監事 | 擔任學會行政職務 | 中華兒童程式推廣學會 | 2021-01-16 | 2025-01-16 | ||
| 評審委員 | 其他 | 台中市立台中工業高級中等學校 | 2021-12-31 | 2022-12-30 | ||
| 協會理事 | 其他 | 台灣永續綠色科技發展協會 | 2020-07-11 | 2023-04-29 |