by Ziya Zhou Papers

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MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

Ziyang Ma, Yinghao Ma, Yanqiao Zhu et al.

NeurIPS 2025posterarXiv:2505.13032
52
citations

MuPT: A Generative Symbolic Music Pretrained Transformer

Xingwei Qu, yuelin bai, Yinghao MA et al.

ICLR 2025poster