Note the list below is not complete. Most papers on the publications page will have github links.

Tools

• nnAudio - PyTorch library for GPU based spectrogram calculation
• MusicXML parser in java
• Listener experiment software
• Extract midi properties from musicXML

Projects

• Prompt based music generation (released soon)
• Model for dance hit prediction
• Datasets and models for emotion prediction from music and audio
• MorpheuS: Hybrid Machine Learning – Optimization techniques To Generate Structured Music Through Morphing And Fusion
• Word2vec for modelling musical context
• VAE for music generation with tension control
• GM-VAE for synthesis
• IMMA: multimodel website for audio and score based music analysis
• MorpheuS Tension Visualiser
• A computer aided guitar solo generation system (using exact optimization techniques)
• Fingering algorithm for polyphonic piano music
• VNS for generating first and fifth species counterpoint (C++)
• Combining machine learning for evaluating music in an optimization context. Generating bagana music.
• FuX, an android app that composes music in the style of Bach, Beethoven and Haydn
• Many more... check out the Publications page.