Software
Projects
- nnAudio - PyTorch library for GPU based spectrogram calculation
- MorpheuS: Hybrid Machine Learning – Optimization techniques To Generate Structured Music Through Morphing And Fusion
- Word2vec for modelling musical context
- 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
Tools