Lectures

• "Applied-music Students' Processes for Composing with AI Composers and Mixing Engineers". panel discussion, 4th International Symposium of Music and Health Promotion, 2025-04-12. 〈應用音樂系學生與人工智慧之音樂創作及混音過程〉

• "Generative Artificial Intelligence in Sound Technology". Department of Music, National Taitung University, 2023-10-23.〈聲響科技中的生成式人工智慧〉

• "Towards a Course Framework of Music Data Science in Higher Education". special session 3, International Workshop of Education on Digital Humanities Innovative Application, National Chengchi University, 2021-12-16.〈高等教育中的音樂資料科學課程框架芻議〉

• "Musical Talent Cultivation of Data Science". panel session 4, International Workshop of Education on Digital Humanities Innovative Application, National Chengchi University, 2020-12-10.〈資料科學音樂人才培育〉

• "Music Enlightenment for Artificial Intelligence". Center of General Education, Chang Jung Christian University. 2020-11-26.〈人工智慧的音樂啟蒙〉

• "Application and Practice of Digital and Online Instruction for Music Education". Department of Music, Tainan University of Technology. 2020-11-11.〈數位與線上教學在音樂教育的運用與實踐〉

• "Music Technology Innovation from Labor Intelligence to Artificial Intelligence". Department of Music, National Sun Yat-sen University. 2018-06-13.〈從工人智慧到人工智慧的音樂科技創新〉

• "AI's Impact on Spirit of Humanities: Talking from Music Technology". Institute of Music, National Chiao Tung University. 2018-04-17.〈從音樂科技漫談人工智慧對人文精神的衝擊〉

• "Using Free Software and Internet Services to Realize Music Technology Aided Instruction". Winter Camp, Department of Music, Tainan University of Technology. 2018-01-21.〈以自由軟體及免費網路服務實現音樂科技輔助教學〉

• "In Search of Musical Novelty and Diversity by Artificial Intelligence Aided Composition". Department of Music, National Tsing Hua University. 2017-12-28.〈以人工智慧輔助創作探尋音樂新穎性與多樣性〉

• "Modern Music Technology: From Implements to Intelligence". Center of General Education, Chang Jung Christian University. 2016-08-19.〈當代音樂科技：從工具到智慧〉

• "Dialogue Between Music and Technology: Grasp the Law of Nature and Make Use of It". Center of General Education, Chang Jung Christian University. 2013-04-30.〈音樂與科技的對話：制天命而用之〉

Courses

• "Music Information Retrieval". Graduate Institute of Sound Technology, Tainan National University of the Arts. fall semester, 2024.

• "Research Methods in Sound Technology". Graduate Institute of Sound Technology, Tainan National University of the Arts. fall semester, 2024.

• "Introduction to Research Methods". Executive Master in Arts Administration, Tainan National University of the Arts. fall semester, 2024.

• "Music Artificial Intelligence". Graduate Institute of Sound Technology, Tainan National University of the Arts. spring semester, 2024.

• "Introduction to Data Science". Executive Master in Arts Administration, Tainan National University of the Arts. spring semester, 2024.

• "AI-assisted Music Composition". Department of Applied Music, Tainan National University of the Arts. spring semester, 2024.

• "Basic Financial Accounting". Department of Applied Music, Tainan National University of the Arts. spring semester, 2023.

• "Basic Statistics". Department of Applied Music, Tainan National University of the Arts. fall semester, 2022.

• "Audio Signal Processing". Graduate Institute of Ethnomusicology, Tainan National University of the Arts. spring semester, 2022.

• "Big Data Analysis and Interpretation". Executive Master in Arts Administration, Tainan National University of the Arts. spring semester, 2022.

• "Digital Marketing Tools". Executive Master in Arts Administration, Tainan National University of the Arts. fall semester, 2021.

• "Modern Development of Music Technology". Center of General Education, Tainan National University of the Arts. fall semester, 2021.

• "Music Data Science" series. Department of Applied Music, Tainan National University of the Arts. fall and spring semesters, 2020–2021.

• "Seminar (II)" (Practice of Computer Music). In-service Master’s Program, Department of Music, Tainan University of Technology. spring semester, 2019.

• "Critical Listening and Production Analysis (II)". Department of Applied Music, Tainan National University of the Arts. spring semester, 2018.

• "Seminar (V)" (Interdisciplinary Study). Department of Music, Tainan University of Technology. spring semester, 2018. 

• "Seminar (IV)" (Modern Development of Music Technology). Department of Music, Tainan University of Technology. fall semester, 2017.

• "Music Theory and Practice (IV)". Department of Music, University of California, San Diego. fall quarter, 2016.

Research

• H.-M. Lin, "Exploring Unexploited Compositional Space in Intercultural, Cross-level, and Concurrence Features of Music," dissertation, University of California, San Diego, 2017.

• H.-M. Lin and S. Dubnov, "Algorithmic Composition Parameter as Intercultural and Cross-level MIR Feature: The Susceptibility of Melodic Pitch Contour," in Proceedings of the 42nd International Computer Music Conference, Utrecht, 2016, pp. 357–362.

• C.-Y. Liang, L. Su, Y.-H. Yang, and H.-M. Lin, "Musical Offset Detection of Pitched Instruments: The Case of Violin," in Proceedings of the 16th International Society for Music Information Retrieval Conference, Málaga, 2015, pp. 281–287.

• H.-M. Lin and C.-M. Lin, "Harmonic Intonation Trainer: An Open Implementation in Pure Data," in Proceedings of the 15th International Conference on New Interfaces for Musical Expression, Baton Rouge, 2015, pp. 38–39.

• L. Su, H.-M. Lin, and Y.-H. Yang, "Sparse Modeling of Magnitude and Phase-derived Spectra for Playing Technique Classification," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 22, no. 12, pp. 2122–2132, 2014.

• L. Su, H.-M. Lin, and Y.-H. Yang, "Sparse Modeling of Subtle Timbre: A Case Study on Violin Playing Technique," presented at the 9th Workshop on Computer Music and Audio Technology, Taoyuan, 2013.

• H.-M. Lin, "Algorithmic Composition of Monophonic Pitches Based on Conservation of Energy in Melodic Contour," master's thesis, National Chiao Tung University, 2011.

• H.-M. Lin and C.-F. Huang, "An Algorithmic Composition Method of Monophonic Pitches Based on the Frequency Relationship of Melody Motion," in Proceedings of the 36th International Computer Music Conference, Suffolk, NY, 2010, pp. 518–521.

• H.-M. Lin and C.-F. Huang, "A Better Layout for Playing Melody by Cellphone Keypad," in Proceedings of the 4th Intelligent Living Technology Conference, Taichung, 2009, pp. 1555–1558.