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Research

Publications: Mr Yinghao Ma

Deng Q, Yang Q, Yuan R, Huang Y, Wang Y, Liu X, Tian Z, Pan J et al. ( 2024 ) . ComposerX: Multi-Agent Symbolic Music Composition with LLMs . Conference: 25th International Society for Music Information Retrieval Conference (ISMIR), ( San Francisco, CA, USA ) from: 10/11/2024 to: 14/11/2024 ,
Yuan R, Lin H, Wang Y, Tian Z, Wu S, Shen T, Zhang G, Wu Y et al. ( 2024 ) . ChatMusician: Understanding and Generating Music Intrinsically with LLM . Conference: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) ( Bangkok, Thailand ) from: 11/08/2024 to: 16/08/2024 ,
Deng Z, Ma Y, Liu Y, Guo R, Zhang G, Chen W, Huang W, Benetos E ( 2024 ) . MusiLingo: bridging music and text with pre-trained language models for music captioning and query response . Conference: 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024) ( Mexico City, Mexico ) from: 16/06/2024 to: 21/06/2024 , 3643 - 3655 .
Li Y, Yuan R, Zhang G, Ma Y, Chen X, Yin H, Xiao C, Lin C et al. ( 2024 ) . MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training . Conference: International Conference on Learning Representations (ICLR) ( Vienna, Austria ) from: 07/05/2024 to: 11/05/2024 ,
Li D, Ma Y, Wei W, KONG Q, Wu Y, Che M, Xia F, Benetos E et al. ( 2024 ) . MERTech: instrument playing technique detection using self-supervised pretrained model with multi-task finetuning . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) ( Seoul, Korea ) from: 14/04/2024 to: 19/04/2024 , 521 - 525 .
Yuan R, Ma Y, Li Y, Zhang G, Chen X, Yin H, Zhuo L, Liu Y et al. ( 2023 ) . MARBLE: Music Audio Representation Benchmark for Universal Evaluation . Conference: 37th Conference on Neural Information Processing Systems (NeurIPS) from: 10/12/2023 to: 16/12/2023 ,
Zhuo L, Yuan R, Pan J, Ma Y, Li Y, Zhang G, Liu S, Dannenberg R et al. ( 2023 ) . LyricWhiz: Robust Multilingual Lyrics Transcription by Whispering to ChatGPT . Conference: 24th International Society for Music Information Retrieval Conference (ISMIR) ( Milan, Italy ) from: 05/11/2023 to: 09/11/2023 ,
Ma Y, Yuan R, Li Y, Zhang G, Chen X, Yin H, Lin C, Benetos E et al. ( 2023 ) . On the effectiveness of speech self-supervised learning for music . Conference: 24th International Society for Music Information Retrieval Conference (ISMIR) ( Milan, Italy ) from: 05/11/2023 to: 09/11/2023 ,
Miller J, Lewis D, Guo Z, Li Y, Ma Y, Vahidi C, Boon H, Wolstanholme L et al. ( 2022 ) . DMRN+17: Digital Music Research Network One-day Workshop 2022 . Editors: Dixon, S, Caspe, F, Cardinale, S, Bort, A et al. , Conference: DMRN+17: Digital Music Research Network One-day Workshop 2022 ( Queen Mary Univeristy of London ) from: 20/12/2022 to: 20/12/2022 ,
Li Y, Yuan R, Zhang G, Ma Y, Lin C, Chen X, Ragni A, Yin H et al. ( 2022 ) . Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning . Conference: DMRN+17: Digital Music Research Network One-day Workshop 2022 ( London, UK ) from: 20/12/2022 to: 20/12/2022 ,