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Yinghao Ma
Yinghao Ma
PhD candidate, Centre for Digital Music (C4DM), Queen Mary University of London
Verified email at qmul.ac.uk - Homepage
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Year
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
89*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
292024
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
22*2022
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
202024
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
192023
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
18*2023
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
arXiv preprint arXiv:2309.08730, 2023
162023
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, Z Bai, J Wang, ...
arXiv preprint arXiv:2406.01375, 2024
122024
ComposerX: Multi-Agent Symbolic Music Composition with LLMs
Q Deng, Q Yang, R Yuan, Y Huang, Y Wang, X Liu, Z Tian, J Pan, ...
arXiv preprint arXiv:2404.18081, 2024
122024
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, ...
arXiv preprint arXiv:2307.05161, 2023
102023
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
82024
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
72024
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
42024
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, ...
42022
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
12024
Learnable Front Ends Based on Temporal Modulation for Music Tagging
Y Ma, RM Stern
arXiv preprint arXiv:2211.15254, 2022
12022
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, ...
arXiv preprint arXiv:2407.21531, 2024
2024
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
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation
M Ding, Y Ma
Proceedings of the 8th Conference on Sound and Music Technology: Selected …, 2021
2021
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