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Treffer: miditok: A Python package for MIDI file tokenization

Title:
miditok: A Python package for MIDI file tokenization
Authors:
Fradet, Nathan, Briot, Jean-Pierre, Chhel, Fabien, Seghrouchni, Amal El Fallah, Gutowski, Nicolas
Publication Year:
2023
Collection:
Computer Science
Subject Terms:
Computer Science - Machine Learning
Document Type:
Report Working Paper
Access URL:
http://arxiv.org/abs/2310.17202
Accession Number:
edsarx.2310.17202
Database:
arXiv

Weitere Informationen

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, with state-of-the-art performances. These models are beginning to be used in production products. To encode and decode music for the backbone model, they need to rely on tokenizers, whose role is to serialize music into sequences of distinct elements called tokens. MidiTok is an open-source library allowing to tokenize symbolic music with great flexibility and extended features. It features the most popular music tokenizations, under a unified API. It is made to be easily used and extensible for everyone.
Comment: Updated and comprehensive report. Original ISMIR 2021 document at https://archives.ismir.net/ismir2021/latebreaking/000005.pdf