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  license: apache-2.0
 
 
 
 
 
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  license: apache-2.0
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+ language:
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+ - en
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+ tags:
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+ - MuseCoco
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+ - Text2Music
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  ---
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+
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+ <p align="center" width="100%">
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+ <a href="" target="_blank"><img src="https://ai-muzic.github.io/images/musecoco/framework.png" alt="Text2Attribute" style="width: 60%; min-width: 60px; display: block; margin: auto;"></a>
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+ </p>
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+
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+ # Text-to-Attribute Understanding
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+ This is the text-to-attribute model to extract musical attributes from text, introduced in the paper [*MuseCoco: Generating Symbolic Music from Text*](https://arxiv.org/abs/2306.00110) and [first released in this repository](https://github.com/microsoft/muzic/tree/main/musecoco).
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+ It is based on BERT-large and has multiple classification heads for diverse musical attributes.
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+
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+ There is the mapping between keywords used in the model and musical attributes:
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+ ```json
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+ {
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+ "I1s2": "Instrument",
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+ "R1": "Rhythm Danceability",
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+ "R3": "Rhythm Intensity",
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+ "S2s1": "Artist",
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+ "S4": "Genre",
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+ "B1s1": "Bar",
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+ "TS1s1": "Time Signature",
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+ "K1": "Key",
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+ "T1s1": "Tempo",
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+ "P4": "Pitch Range",
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+ "EM1": "Emotion",
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+ "TM1": "Time"
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+ }
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+ ```
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+
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+ # BibTeX entry and citation info
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+ ```bibtex
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+ @article{musecoco2023,
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+ title={MuseCoco: Generating Symbolic Music from Text},
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+ author={Peiling Lu, Xin Xu, Chenfei Kang, Botao Yu, Chengyi Xing, Xu Tan, Jiang Bian},
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+ journal={arXiv preprint arXiv:2306.00110},
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+ year={2023}
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+ }
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+ ```