Browsing School of Electronic Engineering and Computer Science by Author "Tian, Z"

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    • ChatMusician: Understanding and Generating Music Intrinsically with LLM 

      Yuan, R; Lin, H; Wang, Y; Tian, Z; Wu, S; Shen, T; Zhang, G; Wu, Y; Liu, C; Zhou, Z (2024-08-11)
      While Large Language Models (LLMs) demonstrate impressive capabilities in text generation, we find that their ability has yet to be generalized to music, humanity’s creative language. We introduce ChatMusician, an open-source ...

    • MARBLE: Music Audio Representation Benchmark for Universal Evaluation 

      Yuan, R; Ma, Y; Li, Y; Zhang, G; Chen, X; Yin, H; Zhuo, L; Liu, Y; Huang, J; Tian, Z (37th Conference on Neural Information Processing Systems (NeurIPS), 2023)
      In the era of extensive intersection between art and Artificial Intelligence (AI), such as image generation and fiction co-creation, AI for music remains relatively nascent, particularly in music understanding. This is ...