rafaelvalle
My research focuses on machine listening and improvisation. During my PhD at Berkeley I was advised mainly by Sanjit Seshia and Edmund Campion.
Pinned Repositories
flowtron
Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer
mellotron
Mellotron: a multispeaker voice synthesis model based on Tacotron 2 GST that can make a voice emote and sing without emotive or singing training data
tacotron2
Tacotron 2 - PyTorch implementation with faster-than-realtime inference
waveglow
A Flow-based Generative Network for Speech Synthesis
asrgen
Attacking Speaker Recognition with Deep Generative Models
MDI
Missing Data Imputation Python Library
music_pattern_graphs
Learning and Visualizing Music Specifications Using Pattern Graphs
neural_network_control_improvisation
Experiments on learning controllers and mining specifications using neural networks, i.e. LSTMs, GANs, etc...
paasr
Privacy Aware Automatic Speech Recognition
text_to_ipa
Adds ipa transcriptions given text metadata
rafaelvalle's Repositories
rafaelvalle/MDI
Missing Data Imputation Python Library
rafaelvalle/asrgen
Attacking Speaker Recognition with Deep Generative Models
rafaelvalle/text_to_ipa
Adds ipa transcriptions given text metadata
rafaelvalle/neural_network_control_improvisation
Experiments on learning controllers and mining specifications using neural networks, i.e. LSTMs, GANs, etc...
rafaelvalle/paasr
Privacy Aware Automatic Speech Recognition
rafaelvalle/music_pattern_graphs
Learning and Visualizing Music Specifications Using Pattern Graphs
rafaelvalle/music_segmentation
rafaelvalle/rafaelvalle.github.io
Repository to host website
rafaelvalle/ipgans
Interesting Properties of GAN samples
rafaelvalle/machine_listening
Repository for Machine Listening
rafaelvalle/MIR-experiments
Repository for MIR experiments, specially modeling
rafaelvalle/nsf
Code for Neural Spline Flows paper
rafaelvalle/pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
rafaelvalle/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
rafaelvalle/BigVGAN
Official PyTorch implementation of BigVGAN (ICLR 2023)
rafaelvalle/crbm-drum-patterns
Python code to do Conditional Restricted Boltzmann machine training applied to drum pattern generation.
rafaelvalle/dotfiles
Dot Files
rafaelvalle/edward
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
rafaelvalle/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
rafaelvalle/fast-wavenet.pytorch
A PyTorch implementation of fast-wavenet
rafaelvalle/gentle
gentle forced aligner
rafaelvalle/GRUV
GRUV is a Python project for algorithmic music generation.
rafaelvalle/hardpath
Teclado online para traduzir criptografia deixada por Bruno Silva Borges. https://glo.bo/2oSMn6C
rafaelvalle/Keras-progressive_growing_of_gans
Keras implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.
rafaelvalle/maracas
maracas is a library for corrupting audio files with additive and convolutive noise.
rafaelvalle/models
Models built with TensorFlow
rafaelvalle/pytorch-stft
An STFT/iSTFT for PyTorch.
rafaelvalle/stats215a-lab4
Repository for Berkeley's STATS 215A LAB 4 project
rafaelvalle/theano-hf
General purpose Hessian-free optimization in Theano
rafaelvalle/VMO_repeated_themes_discovery
Code repository for ICASSP 2015 & ISMIR 2015 submission on repeated themes discovery from audio recordings with VMO