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pro vyhledávání: '"Fradet, Nathan"'
Autor:
Fradet, Nathan, Briot, Jean-Pierre, Chhel, Fabien, Seghrouchni, Amal El Fallah, Gutowski, Nicolas
Recent progress in natural language processing has been adapted to the symbolic music modality. Language models, such as Transformers, have been used with symbolic music for a variety of tasks among which music generation, modeling or transcription,
Externí odkaz:
http://arxiv.org/abs/2310.17202
Symbolic music is widely used in various deep learning tasks, including generation, transcription, synthesis, and Music Information Retrieval (MIR). It is mostly employed with discrete models like Transformers, which require music to be tokenized, i.
Externí odkaz:
http://arxiv.org/abs/2310.08497
When used with deep learning, the symbolic music modality is often coupled with language model architectures. To do so, the music needs to be tokenized, i.e. converted into a sequence of discrete tokens. This can be achieved by different approaches,
Externí odkaz:
http://arxiv.org/abs/2301.11975