many-hats

brak

Audio library

breast_cancer_classifier

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

camera_sim

causal_learning_unknown_interventions

Code for "Neural causal learning from unknown interventions"

delight

DeLighT: Very Deep and Light-Weight Transformers

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

DiffEqFlux.jl

DifferentialEquations.jl + Flux.jl = Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers

dm-haiku

JAX-based neural network library

espnet

End-to-End Speech Processing Toolkit

fac-via-ppg

Foreign Accent Conversion by Synthesizing Speech from Phonetic Posteriorgrams (Interspeech'19)

fast-transformers

Pytorch library for fast transformer implementations

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

KordingLab.github.io

Jekyll page for Kording lab webpage

many-hats.github.io

Many Hats

ncsnv2

The official PyTorch implementation for NCSNv2

neural_sp

End-to-end ASR/LM implementation with pytorch.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

ocrmac

A python wrapper to extract text from images on a mac system. Uses the vision framework from Apple.

ParallelWaveGAN

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN) with Pytorch

phonemizer

Simple text to phones converter for multiple languages

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

Ranger-Mish-ImageWoof-5

Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs

rtvc

forked from Real-Time-Voice-Cloning by @CorentinJ

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Speech-Transformer

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

SpeechSplit

Unsupervised Speech Decomposition Via Triple Information Bottleneck

StreamingTransformer

textlesslib

Library for Textless Spoken Language Processing

warp-transducer

A fast parallel implementation of RNN Transducer.

wav2train

automatically align transcribed audio and generate a wav2letter training corpus