Collection of papers on state-space models

Classical equations and diagrams in machine learning

PyTorch implementations of Generative Adversarial Networks.

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

This repository contains the code to reproduce the core results from the paper "Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data"

This repository contains the code to reproduce the core results from the paper "Scalable Factorized Hierarchical Variational Autoencoders"

Speaker embedding(verification and recognition) using Pytorch

Extension to Kaldi implementing the standard i-vector hyperparameter estimation and i-vector extraction procedure

A Pandas Styler class for making beautiful tables

This is an implementation of "Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention" with chainer.

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Pytest plugin for testing console scripts

Python librivox API

Yet another WaveNet implementation in PyTorch.

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

Magenta: Music and Art Generation with Machine Intelligence

VQ-VAE implementation / pytorch

TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.

Fader Networks: Manipulating Images by Sliding Attributes - NIPS 2017

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

Deep Speaker: an End-to-End Neural Speaker Embedding System.

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

Re-implementation the code used in Voice Conversion from Non-parallel Corpora Using Variational Auto-encoder

Re-implementation the code used in Voice Conversion from Non-parallel Corpora Using Variational Auto-encoder

This is a speech analysis, modification and synthesis system

A piano that responds to you.

starter from "How to Train a GAN?" at NIPS2016

Deep neural networks for voice conversion (voice style transfer) in Tensorflow