Stars
The PyTorch-based audio source separation toolkit for researchers
Python library for Room Impulse Response (RIR) simulation with GPU acceleration
CTC end -to-end ASR for timit and 863 corpus.
PyTorch bindinga for Baidu's Warp-CTC
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
Code for prefix beam search tutorial by @labodk
Voxceleb1 i-vector based speaker recognition system
Deep Attractor Network (DANet) for single-channel speech separation
This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation sup…
Implementation of Everybody Dance Now by pytorch
Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"
FFTNet: a Real-Time Speaker-Dependent Neural Vocoder
This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Python Module for Huffman Encoding and Decoding
PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning
SincNet is a neural architecture for efficiently processing raw audio samples.
Deep Learning Profiling Project - EE6040 @ Columbia University
Online Robust Principal Component Analysis
Model summary in PyTorch similar to `model.summary()` in Keras
MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
I decide to sync up this repo and self-critical.pytorch. (The old master is in old master branch for archive)