Music Modeling
22 papers with code • 2 benchmarks • 6 datasets
( Image credit: R-Transformer )
Benchmarks
These leaderboards are used to track progress in Music Modeling
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Libraries
Use these libraries to find Music Modeling models and implementations
JSB Chorales
Music21
Lakh MIDI Dataset
Nottingham
JS Fake Chorales
Most implemented papers
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling
guozixunnicolas/fundamentalmusicembedding
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These important relative attributes, however, are mostly ignored in existing symbolic music modeling methods with the main reason being the lack of a musically-meaningful embedding space where both the absolute and relative embeddings of the symbolic music tokens can be efficiently represented.
Impact of time and note duration tokenizations on deep learning symbolic music modeling
Natooz/music-modeling-time-duration
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Symbolic music is widely used in various deep learning tasks, including generation, transcription, synthesis, and Music Information Retrieval (MIR).
