Dorien Herremans

Assistant Professor, SUTD
AMAAI - Audio, Music, and AI

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Home » Software

Software

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

  • 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
  • Model for dance hit prediction
  • 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
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