Rafael Valle's repositories

MDI

Missing Data Imputation Python Library

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asrgen

Attacking Speaker Recognition with Deep Generative Models

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text_to_ipa

Adds ipa transcriptions given text metadata

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neural_network_control_improvisation

Experiments on learning controllers and mining specifications using neural networks, i.e. LSTMs, GANs, etc...

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paasr

Privacy Aware Automatic Speech Recognition

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music_pattern_graphs

Learning and Visualizing Music Specifications Using Pattern Graphs

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rafaelvalle.github.io

Repository to host website

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ipgans

Interesting Properties of GAN samples

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machine_listening

Repository for Machine Listening

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MIR-experiments

Repository for MIR experiments, specially modeling

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nsf

Code for Neural Spline Flows paper

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pretty-midi

Utility functions for handling MIDI data in a nice/intuitive way.

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torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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BigVGAN

Official PyTorch implementation of BigVGAN (ICLR 2023)

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crbm-drum-patterns

Python code to do Conditional Restricted Boltzmann machine training applied to drum pattern generation.

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dotfiles

Dot Files

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edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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fast-wavenet.pytorch

A PyTorch implementation of fast-wavenet

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gentle

gentle forced aligner

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GRUV

GRUV is a Python project for algorithmic music generation.

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hardpath

Teclado online para traduzir criptografia deixada por Bruno Silva Borges. https://glo.bo/2oSMn6C

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Keras-progressive_growing_of_gans

Keras implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

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maracas

maracas is a library for corrupting audio files with additive and convolutive noise.

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models

Models built with TensorFlow

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pytorch-stft

An STFT/iSTFT for PyTorch.

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stats215a-lab4

Repository for Berkeley's STATS 215A LAB 4 project

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theano-hf

General purpose Hessian-free optimization in Theano

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VMO_repeated_themes_discovery

Code repository for ICASSP 2015 & ISMIR 2015 submission on repeated themes discovery from audio recordings with VMO

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