| MERT: Acoustic music understanding model with large-scale self-supervised training LI Yizhi, R Yuan, G Zhang, Y Ma, X Chen, H Yin, C Xiao, C Lin, A Ragni, ... The Twelfth International Conference on Learning Representations, 2023 | 114* | 2023 |
| Chatmusician: Understanding and generating music intrinsically with llm R Yuan, H Lin, Y Wang, Z Tian, S Wu, T Shen, G Zhang, Y Wu, C Liu, ... arXiv preprint arXiv:2402.16153, 2024 | 37 | 2024 |
| Map-neo: Highly capable and transparent bilingual large language model series G Zhang, S Qu, J Liu, C Zhang, C Lin, CL Yu, D Pan, E Cheng, J Liu, ... arXiv preprint arXiv:2405.19327, 2024 | 35 | 2024 |
| Musilingo: Bridging music and text with pre-trained language models for music captioning and query response Z Deng, Y Ma, Y Liu, R Guo, G Zhang, W Chen, W Huang, E Benetos Findings of the Association for Computational Linguistics: NAACL 2024, 3643-3655, 2024 | 25 | 2024 |
| Marble: Music audio representation benchmark for universal evaluation R Yuan, Y Ma, Y Li, G Zhang, X Chen, H Yin, Y Liu, J Huang, Z Tian, ... Advances in Neural Information Processing Systems 36, 39626-39647, 2023 | 25 | 2023 |
| LV-49: MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning Y Li, R Yuan, G Zhang, Y Ma, C Lin, X Chen, A Ragni, H Yin, Z Hu, H He, ... 23rd International Society for Music Information Retrieval Conference (ISMIR …, 2022 | 25* | 2022 |
| Lyricwhiz: Robust multilingual lyrics transcription by whispering to chatgpt L Zhuo, R Yuan, J Pan, Y Ma, Y Li, G Zhang, S Liu, R Dannenberg, J Fu, ... International Society for Music Information Retrieval Conference (ISMIR), 2023 | 23* | 2023 |
| ComposerX: Multi-Agent Symbolic Music Composition with LLMs Q Deng, Q Yang, R Yuan, Y Huang, Y Wang, X Liu, Z Tian, J Pan, ... International Society for Music Information Retrieval Conference (ISMIR), 2024 | 16 | 2024 |
| D-cpt law: Domain-specific continual pre-training scaling law for large language models H Que, J Liu, G Zhang, C Zhang, X Qu, Y Ma, F Duan, Y Zhang, X Tan, ... Advances in Neural Information Processing Systems 37, 90318-90354, 2025 | 15 | 2025 |
| Foundation models for music: A survey Y Ma, A Øland, A Ragni, BMS Del Sette, C Saitis, C Donahue, C Lin, ... arXiv preprint arXiv:2408.14340, 2024 | 13 | 2024 |
| On the effectiveness of speech self-supervised learning for music Y Ma, R Yuan, Y Li, G Zhang, X Chen, H Yin, C Lin, E Benetos, A Ragni, ... International Society for Music Information Retrieval Conference (ISMIR), 2023 | 10 | 2023 |
| Cif-bench: A chinese instruction-following benchmark for evaluating the generalizability of large language models Y Li, G Zhang, X Qu, J Li, Z Li, Z Wang, H Li, R Yuan, Y Ma, K Zhang, ... arXiv preprint arXiv:2402.13109, 2024 | 9 | 2024 |
| Omnibench: Towards the future of universal omni-language models Y Li, G Zhang, Y Ma, R Yuan, K Zhu, H Guo, Y Liang, J Liu, Z Wang, ... arXiv preprint arXiv:2409.15272, 2024 | 8 | 2024 |
| Mupt: A generative symbolic music pretrained transformer X Qu, Y Bai, Y Ma, Z Zhou, KM Lo, J Liu, R Yuan, L Min, X Liu, T Zhang, ... arXiv preprint arXiv:2404.06393, 2024 | 8 | 2024 |
| Large-scale pretrained model for self-supervised music audio representation learning Y Li, R Yuan, G Zhang, Y Ma, C Lin, X Chen, A Ragni, H Yin, Z Hu, H He, ... | 4 | 2022 |
| Can LLMs" Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation Z Zhou, Y Wu, Z Wu, X Zhang, R Yuan, Y Ma, L Wang, E Benetos, W Xue, ... International Society for Music Information Retrieval Conference (ISMIR), 2024 | 2 | 2024 |
| Learnable Front Ends Based on Temporal Modulation for Music Tagging Y Ma, RM Stern arXiv preprint arXiv:2211.15254, 2022 | 1 | 2022 |
| Audio-FLAN: A Preliminary Release L Xue, Z Zhou, J Pan, Z Li, S Fan, Y Ma, S Cheng, D Yang, H Guo, Y Xiao, ... arXiv preprint arXiv:2502.16584, 2025 | | 2025 |
| SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines X Du, Y Yao, K Ma, B Wang, T Zheng, K Zhu, M Liu, Y Liang, X Jin, Z Wei, ... arXiv preprint arXiv:2502.14739, 2025 | | 2025 |
| Mertech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model with Multi-Task Finetuning D Li, Y Ma, W Wei, Q Kong, Y Wu, M Che, F Xia, E Benetos, W Li ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
Emmanouil BenetosQueen Mary University of LondonAdresă de e-mail confirmată pe qmul.ac.uk
