Integrating Text-to-Music Models with Language Models: Composing Long Structured Music Pieces
<|reference_start|>Integrating Text-to-Music Models with Language Models: Composing Long Structured Music Pieces: Recent music generation methods based on transformers have a context window of up to a minute. The music generated by these methods is largely unstructured beyond the context window. With a longer context window, learning long-scale structures from musical data is a prohibitively challenging problem. This paper proposes integrating a text-to-music model with a large language model to generate music with form. The papers discusses the solutions to the challenges of such integration. The experimental results show that the proposed method can generate 2.5-minute-long music that is highly structured, strongly organized, and cohesive.<|reference_end|>
@article{atassi2024integrating,
    title={Integrating Text-to-Music Models with Language Models: Composing Long
  Structured Music Pieces},
    author={Lilac Atassi},
    journal={arXiv preprint arXiv:2410.00344},
    year={2024},
    archivePrefix={arXiv},
    eprint={2410.00344},
    primaryClass={cs.SD cs.LG eess.AS}
}