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shuai.nie's Projects

deep-learning-resources icon deep-learning-resources

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

deep-semantic-similarity-model icon deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deepconvsep icon deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

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.

deepnet icon deepnet

Implementation of some deep learning algorithms.

deepvoice icon deepvoice

Deep Voice: Real-time Neural Text-to-Speech

deepvoice3_pytorch icon deepvoice3_pytorch

PyTorch implementation of convolutional networks-based text-to-speech synthesis models

dgk_lost_conv icon dgk_lost_conv

dgk_lost_conv 中文对白语料 chinese conversation corpus

distiller icon distiller

A large scale study of Knowledge Distillation. NYU Computer Vision Project

dns-challenge icon dns-challenge

This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open sourcing clean speech and noise files as well. Participants of this challenge will use the scripts from this repo to create data to train their noise suppressors. They will compare their method with our baseline noise suppressor and report the results.

eeap-examples icon eeap-examples

Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe

espnet icon espnet

End-to-End Speech Processing Toolkit

essentia icon essentia

C++ library of algorithms to extract features from audio files, including Python bindings.

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