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Austin Zhang's Projects

algo icon algo

Set up a personal VPN in the cloud

alphago icon alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

asrdemos icon asrdemos

Collection of machine learning demos for Automatic Speech Recognition

asrt_speechrecognition icon asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

asteroid icon asteroid

The PyTorch-based audio source separation toolkit for researchers || Pretrained models available

augly icon augly

A data augmentations library for audio, image, text, and video.

autograd icon autograd

Efficiently computes derivatives of numpy code.

automatic_speech_recognition icon automatic_speech_recognition

End-to-end automatic speech recognition from scratch in Tensorflow(从头实现一个端对端的自动语音识别系统).

automaticspeechchunker icon automaticspeechchunker

From a large speech audio file and its corresponding body of text, automatically chunk the audio and text into (phrase, audio_snippet) pairs. For use with the Connectionist Temporal Classification (CTC) cost algorithm.

bigcidian icon bigcidian

Pronunciation lexicon covering both English and Chinese languages for Automatic Speech Recognition.

blocks icon blocks

A Theano framework for building and training neural networks

chainer icon chainer

A flexible framework of neural networks for deep learning

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cocktailparty icon cocktailparty

Multi-Modal Multi-Channel System and Corpus For Cocktail Party Problem

convnet icon convnet

Convolutional Neural Networks for Matlab, including Invariang Backpropagation algorithm (IBP). Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The GPU version uses kernels from Alex Krizhevsky's library 'cuda-convnet2'.

ctc icon ctc

Numpy and Theano bindings for Baidu's warp-ctc

deep-limits icon deep-limits

Repo for a paper about constructing priors on very deep models.

deep-speech icon deep-speech

Deep Learning for Speech Recogntion based on Theano

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepspeech icon deepspeech

project trying to replicate http://arxiv.org/pdf/1412.5567v2.pdf

deepy icon deepy

Highly extensible deep learning framework

dlwin icon dlwin

GPU-accelerated Deep Learning on Windows 10 native

doamusic icon doamusic

Python/C implementation of MUltiple SIgnal Classification as described by Schmidt.

dynet icon dynet

Dynamic neural network library

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