Publication
2023
Journal papers
Li Su, Alec Cooper and Yu-Fen Huang, "Automatic Music Transcription for Sitar Music Analysis," Journal of New Music Research (JNMR), volume 52, number 1, pages 1-22, October 2023. [paper]
Conference papers
Jun-You Wang, Hung-yi Lee, Roger Jang, Li Su, "Zero-shot singing voice synthesis from musical score," IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), December 2023.
Jun-You Wang, Chon In Leong, Yu-Chen Lin, Li Su, Roger Jang, "Adapting pretrained speech model for Mandarin lyrics transcription and alignment," IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), December 2023.
Yo-Wei Hsiao, Tzu-Yun Hung, Tsung-Ping Chen, Li Su, "BPS-Motif: A Dataset for Repeated Pattern Discovery of Polyphonic Symbolic Music," International Society of Music Information Retrieval Conference (ISMIR), November 2023.
Ya-Hsuan Chu and Li Su, "Orchestral Texture Classification with Convolution," Late-breaking/Demo (LBD) Session of International Society of Music Information Retrieval Conference (ISMIR LBD), November 2023.
Yu-Fen Huang and Li Su, "Toward empirical analysis for stylistic expression in piano performance," 16th International Symposium on Computer Music Multidisciplinary Research (CMMR), November 2023.
Christofer Julio, Feng-Hsu Lee and Li Su, "Interpretable Rule Learning and Evaluation of Early Twentieth-century Music Styles," 16th International Symposium on Computer Music Multidisciplinary Research (CMMR), November 2023.
Tsung-Ping Chen, Li Su, Kazuyoshi Yoshii, "Learning Multifaceted Self-Similarity for Musical Structure Analysis," Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), October 2023.
TungSheng Huang, Ping-Chung Yu, Li Su, "Note and playing technique transcription of electric guitar solos in real-world music performance," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), June 2023.
Vincent Cheung, Yueh-Po Peng, Jing-Hua Lin, Li Su, "Decoding musical pitch from human brain activity with automatic voxel-wise whole-brain fMRI feature selection," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), June 2023.
Sangeon Yong, Li Su, Juhan Nam, "A Phoneme-informed Neural Network Model for Note-level Singing Transcription," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), June 2023.
Ting-Wei Lin, Chao-Lin Liu, Li Su, "Audio-driven facial landmark generation in violin performance using 3DCNN network with self-attention model," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), June 2023.
2022
Conference papers
Tsung-Ping Chen and Li Su, "Postprocessing-free joint beat and downbeat estimation," International Society for Music Information Retrieval Conference (ISMIR), December 2022.
Jui-Te Wu, Jun-You Wang, Jyh-Shing Roger Jang, Li Su, "A unified model for zero-shot singing voice conversion and synthesis," International Society for Music Information Retrieval Conference, December 2022.
Hsin-Min Chou, Ting-Wei Lin, Jen-Chun Lin, Ching Te Chiu, and Li Su, "CCVS: A Dataset for Concert Videography Research," Late-breaking/Demo (LBD) Session of International Society of Music Information Retrieval Conference (ISMIR LBD), December 2022.
2021
Journal papers
Yu-Te Wu, Yin-Jyun Luo, Tsung-Ping Chen, I-Chieh Wei, Jui-Yang Hsu, Yi-Chin Chuang, Li Su, "Omnizart: A General Toolbox for Automatic Music Transcription," Journal of Open-Source Software (JOSS), volume 6, number 68, pages 3391, December 2021. [paper]
Tsung-Ping Chen, Li Su, "Attend to Chords: Improving Harmonic Analysis of Symbolic Music Using Transformer-Based Models," Transactions of the International Society for Music Information Retrieval (TISMIR), volume 4, number 1, pages 1-13, February 2021. [paper]
Conference papers
Cheng-Yu Cai, Yu-Hui Su, Li Su, "Dual-Channel Drum Separation for Low-Cost Drum Recording Using Non-Negative Matrix Factorization," Proc. Asia Pacific Signal and Infor. Proc. Asso. Annual Summit and Conf. (APSIPA ASC), December 2021.
Hsien-Lun Chen and Li Su, "Music-to-body-movement generation with recurrent neural network and reinforcement learning," Late-breaking Demo Session of International Society of Music Information Retrieval Conference (ISMIR LBD), November 2021.
Tzu-Yun Hung, Yo-Wei Hsiao, Li Su, "Structure-independent factors in expressive timing: a preliminary study on violin solo performance," Late-breaking Demo Session of International Society of Music Information Retrieval Conference (ISMIR LBD), November 2021.
Vincent Cheung, Tsung-Ping Chen, Li Su, "An Interactive Automatic Violin Fingering Recommendation Interface," Workshop on AI in Music and Live Concerts, IEEE International Conference on Artificial Intelligence and Virtual Reality (IEEE AIVR), November 2021.
Yo-Wei Hsiao, Li Su, "Learning note-to-note affinity for voice segregation and melody line identification of symbolic music data," International Society for Music Information Retrieval Conference (ISMIR), November 2021. [paper][code]
Rui-Yang Hsu, Li Su, "VOCANO: A note transcription framework for singing voice in polyphonic music," International Society of Music Information Retrieval Conference (ISMIR), November 2021. [paper][code]
Vincent Cheung, Hsuan-Kai Kao, Li Su, "Semi-supervised violin fingering generation using variational autoencoders," International Society for Music Information Retrieval Conference (ISMIR), November 2021. [paper][code]
Kin Wai Cheuk, Dorien Herremans, Li Su, "ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data," ACM Multimedia Conference (ACM MM), October 2021.
Wei-Tsung Lu, Meng-Hsuan Wu, Yuh-Ming Chiu, Li Su, "Actions speak louder than listening: evaluating music style transfer based on editing experience," ACM Multimedia Conference (ACM MM), October 2021.
I-Chieh Wei, Chih-Wei Wu, Li Su, "Improving automatic drum transcription using large-scale audio-to-midi aligned data," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2021.
Tsung-Ping Chen, Yi-Hsin Jen, Shih-Wei Sun, Li Su, "Positioning left-hand movement in violin performance: system and user study on fingering pattern generation," ACM International Conference on Intelligent User Interfaces (ACM IUI), pages 208-212, April 2021, (Acceptance rate: 25%)
2020
Journal papers
Yu-Te Wu, Berlin Chen, and Li Su, "Multi-instrument Automatic Music Transcription with Self-Attention-Based Instance Segmentation," IEEE/ACM Trans. Audio, Signal Language Proc. (TASLP), volume 28, pages 2796 - 2809, October 2020.
Conference papers
Chin-Yun Yu, Jing-Hua Lin and Li Su, "Harmonic preserving neural networks for efficient and robust multipitch estimation," Proc. Asia Pacific Signal and Infor. Proc. Asso. Annual Summit and Conf. (APSIPA ASC), December 2020.
Yi-Chin Chuang and Li Su, "Beat and downbeat tracking of symbolic music data using deep recurrent neural networks," Proc. Asia Pacific Signal and Infor. Proc. Asso. Annual Summit and Conf. (APSIPA ASC), December 2020.
Yuen-Jen Lin, Hsuan-Kai Kao, Yih-Chih Tseng, Ming Tsai, and Li Su, "A Human-Computer Duet System for Music Performance," ACM International Conference on Multimedia (ACM MM), October 2020. [paper]
Cheng-Che Lee, Wan-Yi Lin, Yen-Ting Shih, Pei-Yi (Patricia) Kuo, and Li Su, "Crossing You in Style: Cross-modal Style Transfer from Music to Visual Arts," ACM International Conference on Multimedia (ACM MM), October 2020. [paper]
Hsuan-Kai Kao and Li Su, "Temporally Guided Music-to-Body-Movement Generation," ACM International Conference on Multimedia (ACM MM), October 2020. [paper] [code]
Tsung-Ping Chen, Satoru Fukayama, Masataka Goto, and Li Su, "Chord Jazzification: Learning Jazz Interpretations of Chord Symbols," International Society for Music Information Retrieval Conference (ISMIR), October 2020.
Sangeun Kum, Jing-Hua Lin, Li Su, and Juhan Nam, "Semi-supervised learning using teacher-student models for vocal melody extraction," International Society for Music Information Retrieval Conference (ISMIR), October 2020.
Yu-Fen Huang, Jeng-I Liang, I-Chieh Wei, and Li Su, "Joint analysis of mode and playing technique in Guqin performance with machine learning," International Society for Music Information Retrieval Conference (ISMIR), October 2020.
Jun-Wei Liu, Hung-Yi Lin, Yu-Fen Huang, Hsuan-Kai Kao, Li Su, "Body movement generation for expressive violin performance applying neural networks," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020.
Domestic papers
Jeng-I Liang, Yu-Fen Huang, Li Su, "古代琴論的當代應用：王坦《琴旨》調式系統與音樂資訊處理技術的交互印證及演奏分析," 臺灣音樂學會暨臺灣音樂學論壇 2020.
Yu-Fen Huang, Li Su, "探究鋼琴演奏聲響的時間序列(time-series)特徵與樂曲結構之關聯性：應用音樂大數據與深度學習架構分析," 臺灣音樂學會暨臺灣音樂學論壇 2020.
2019
Journal papers
Ting-Wei Su, Yuan-Ping Chen, Li Su, and Yi-Hsuan Yang, “TENT: Technique-Embedded Note Tracking for Real-world Guitar Solo Recordings,” Transactions of the International Society for Music Information Retrieval (TISMIR), volume 2, number 1, pages 15-28, July 2019. [paper]
Conference papers
Wen-Yu Hsu, Lan-Li Xie, Yu-Huei Su, Mei-Ju Su, Li Su, Mei-Zhi Chen, Hong-Ting Zhan, "Establishment of a Music Care System for the Elderly in a Long-term Care Facility," The 7th IEEE International Conference on E-Health and Bioengineering (EHB), November 2019.
Zih-Sing Fu and Li Su, "Hierarchical classification networks for singing voice segmentation and transcription," International Society of Music Information Retrieval Conference (ISMIR), November 2019.
Yu-Fen Huang, Tsung-Ping Chen, Nikki Moran, Simon Coleman, and Li Su, "Identifying expressive semantics in orchestral conducting kinematics," International Society of Music Information Retrieval Conference (ISMIR), November 2019.
Tsung-Ping Chen and Li Su, "Harmony transformer: incorporating chord segmentation into harmony recognition," International Society of Music Information Retrieval Conference (ISMIR), November 2019. [paper]
I-Chieh Wei, Chih-Wei Wu, and Li Su, "Generating structured drum pattern using variational autoencoder and self-similarity matrix," International Society of Music Information Retrieval Conference (ISMIR), November 2019.
Tsung-Han Hsieh, Li Su, and Yi-Hsuan Yang, "A Streamlined Encoder/Decoder Architecture for Melody Extraction," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019. [paper]
Yu-Te Wu, Berlin Chen, Li Su, "Polyphonic Music Transcription with Semantic Segmentation," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019.
Chien-Yu Lu, Min-Xin Xue, Chia-Che Chang, Che-Rung Lee, Li Su, “Play As You Like: Timbre-Enhanced Multi-modal Music Style Transfer,” 33rd AAAI Conference on Artificial Intelligence (AAAI), January 2019. (Acceptance rate: 16.2 %) [paper]
Domestic papers
Li Su, "欲解繁音促節：自動採譜技術之發展現況與應用," 臺灣音樂學會暨臺灣音樂學論壇 2019.
Yu-Fen Huang, "「深」思熟「律」：深度學習架構應用於音樂演奏分析," 臺灣音樂學會暨臺灣音樂學論壇 2019.
Tsung-Ping Chen, "轉角遇見大數據：談音樂資訊檢索技術協助音樂分析之可能性," 臺灣音樂學會暨臺灣音樂學論壇 2019.
2018
Journal papers
Hsueh-Wei Liao and Li Su, "Monaural source separation using Ramanujan subspace dictionaries," to appear in IEEE Sig. Proc. Lett. (SPL).
Chen-Yun Lin, Li Su, and Hau-tieng Wu, “Wave-shape function analysis – when cepstrum meets time-frequency analysis”, Journal of Fourier Analysis and Applications, volume 24, number 2, pages 451–505, April 2018. [paper]
Conference papers
Chin-Yun Yu and Li Su, "Multi-layered Cepstrum for Instantaneous Frequency Estimation," IEEE Global Conference on Signal and Information Processing (GlobalSIP), November 2018. [paper] [code]
Wei-Tsung Lu and Li Su, "Deep Learning Models for Melody Perception: An Investigation on Symbolic Music Data," Proc. Asia Pacific Signal and Infor. Asso. Annual Summit and Conf. (APSIPA ASC), November 2018. [paper]
Tsung-Ping Chen and Li Su, "The Musical Schemagram: Time-Scale Visualization of Repeated Patterns in Music," Proc. Asia Pacific Signal and Infor. Asso. Annual Summit and Conf. (APSIPA ASC), November 2018. [paper]
I-Chieh Wei and Li Su, "Online Music Performance Tracking Using Parallel Dynamic Time Warping," IEEE 20th International Workshop on Multimedia Signal Processing (MMSP), August 2018.
Wei-Tsung Lu and Li Su, “Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model,” International Society of Music Information Retrieval Conference (ISMIR), September 2018. [paper] [code]
Yin-Jyun Luo and Li Su, “Learning Domain-adaptive Latent Representations of Music Signals Using Variational Autoencoders,” International Society of Music Information Retrieval Conference (ISMIR), September 2018. [paper]
Tsung-Ping Chen and Li Su, “Functional Harmony Recognition with Multi-task Recurrent Neural Networks,” International Society of Music Information Retrieval Conference (ISMIR), September 2018. [paper]
Wei-Tsung Lu and Li Su, “Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning,” International Society of Music Information Retrieval Conference (ISMIR), September 2018. [paper] [code]
Yin-Jyun Luo, Ming-Tso Chen, Tai-Shih Chi, and Li Su, "Singing voice correction using canonical time warping," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2018. [paper]
Li Su, "Vocal melody extraction using patch-based CNN," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2018. [paper]
Yu-Te Wu, Berlin Chen, and Li Su, "Automatic music transcription leveraging generalized cepstral features and deep learning," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2018. [paper]
2017
Conference papers
Li Su, "Between Homomorphic Signal Processing and Deep Neural Networks: Constructing Deep Algorithms for Polyphonic Music Transcription," Proc. Asia Pacific Signal and Infor. Proc. Asso. Annual Summit and Conf. (APSIPA ASC), December 2017. [paper]
Jia-Ling Syue, Li Su, Yi-Ju Lin, Yen-Kuang Lu, Yu-Lin Wang and Alvin W. Y. Su, "Accurate audio-to-score alignment for expressive violin recordings," International Society of Music Information Retrieval Conference (ISMIR), October 2017. [paper]
Chi-Ching Shih, Pei-Ching Li, Yi-Ju Lin, Alvin W. Y. Su, Li Su and Yi-Hsuan Yang, "Analysis and synthesis of the violin playing styles of D. Oistrakh and J. Heifetz," Int. Conf. Digital Audio Effects (DAFx), September 2017. [paper]
Chih-Yi Kuan, Li Su, Yu-Hao Chin, Jia-Ching Wang, “Multi-pitch streaming of interwoven streams,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March, 2017.
Lufei Gao, Li Su, Yi-Hsuan Yang, and Tan Lee, "Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March, 2017. [paper]
Shih-Yang Su, Cheng-Kai Chiu, Li Su, and Yi-Hsuan Yang, "Automatic conversion of pop music into chiptunes for 8-bit pixel art," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March, 2017. [paper]