Shypd.aiThe largest open index of AI toolsMidiTok is a Python package for tokenizing MIDI and symbolic music files for deep learning models. It converts music files into sequences of tokens for AI generation, transcription, or music information retrieval tasks.
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MidiTok is a Python package designed to tokenize MIDI and symbolic music files, making them suitable for deep learning models. Introduced at the ISMIR 2021 LBDs, it converts music into sequences of tokens for various AI tasks such as generation, transcription, and music information retrieval. The tool supports most known music tokenizations, including REMI, Compound Word, and Octuple, and is built to share common parameters and methods across them. MidiTok integrates with the Hugging Face Hub, allowing users to train tokenizers with Byte Pair Encoding (BPE), Unigram, and WordPiece, and offers data augmentation methods. It uses Symusic for reading and writing MIDI and abc files, and Hugging Face tokenizers for fast encoding.
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