Rafael Valle's repositories
text_to_ipa
Adds ipa transcriptions given text metadata
neural_network_control_improvisation
Experiments on learning controllers and mining specifications using neural networks, i.e. LSTMs, GANs, etc...
music_pattern_graphs
Learning and Visualizing Music Specifications Using Pattern Graphs
rafaelvalle.github.io
Repository to host website
machine_listening
Repository for Machine Listening
MIR-experiments
Repository for MIR experiments, specially modeling
pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
BigVGAN
Official PyTorch implementation of BigVGAN (ICLR 2023)
crbm-drum-patterns
Python code to do Conditional Restricted Boltzmann machine training applied to drum pattern generation.
fast-wavenet.pytorch
A PyTorch implementation of fast-wavenet
Keras-progressive_growing_of_gans
Keras implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.
pytorch-stft
An STFT/iSTFT for PyTorch.
stats215a-lab4
Repository for Berkeley's STATS 215A LAB 4 project
VMO_repeated_themes_discovery
Code repository for ICASSP 2015 & ISMIR 2015 submission on repeated themes discovery from audio recordings with VMO