Papers

1. Liu X, Qian J, He Q, et al. LC-Beating: An Online System for Beat and Downbeat Tracking using Latency-Controlled Mechanism[C]//2023 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2023: 1098-1103.
2. Sun X, Liang X, He Q, et al. Gio: A timbre-informed approach for pitch tracking in highly noisy environments[C]//Proceedings of the 2022 International Conference on Multimedia Retrieval (ICMR). 2022: 480-488.
3. He Q, Sun X, Yu Y, et al. Deepchorus: A hybrid model of multi-scale convolution and self-attention for chorus detection[C]//2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2022: 411-415.
4. Sun X, He Q, Gao Y, et al. Musical Tempo Estimation Using A Multi-Scale Network[J]. Society for Music Information Retrieval, Online, 2021. (ISMIR) 1: 4.

Patents (CN)

1. [CN116312633A] Method, system, equipment and storage medium for detecting chorus structure
2. [CN118072698A] Chord sequence generation method, device, terminal and storage medium
3. [CN118042234A] Predicting method and device for trending songs, storage medium and computing equipment
4. [CN119132264B] Music data processing method, device, storage medium and electronic equipment
5. [CN121331167A] Audio quality evaluation method and device and electronic equipment

Presentations

1. Application of Semantic Large Language Models in Similar Song Retrieval, CSMT 2024 Tutorial
2. Audio Foundation Model–Based Automatic Music Quality Evaluation, Music China 2025
3. Automatic Music Evaluation in the Foundation Model Era: Opportunities and Real-World Practice, CSMT 2025 Tutorial