njellinas

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

lucid

A collection of infrastructure and tools for research in neural network interpretability.

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

tslearn

The machine learning toolkit for time series analysis in Python

waveglow

A Flow-based Generative Network for Speech Synthesis

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

sha-rnn

Single Headed Attention RNN - "Stop thinking with your head"

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

Python-Wrapper-for-World-Vocoder

A Python wrapper for the high-quality vocoder "World"

SpecAugment

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

kill-the-bits

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

sprocket

Voice Conversion Tool Kit

torch-stft

An STFT/iSTFT for PyTorch.

plat

normalizing-flows

Understanding normalizing flows

tacotron2

Multispeaker & Emotional TTS based on Tacotron 2 and Waveglow

flow-gan

Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.

disentangling-disentanglement

MoChA-pytorch

PyTorch Implementation of "Monotonic Chunkwise Attention" (ICLR 2018)

GAN-Voice-Conversion

Implementation of GAN architectures for Voice Conversion

IntroVAE-Pytorch

Pytorch Implementation for paper: IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis

optimistic-adam

PyTorch implementation of Optimistic Adam proposed in Training GANs with Optimism (https://arxiv.org/pdf/1711.00141.pdf)

grnet_guide

Guide for the slp group on how to use the Grnet cluster

FloWaveNet

A Pytorch implementation of "FloWaveNet: A Generative Flow for Raw Audio"

Letterbox