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aes-lac-2018

Pytorch code of "A new automatic speech recognizer for Brazilian Portuguese based on deep neural networks and transfer learning" submitted to AES-LAC 2018

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

awesome-model-compression-and-acceleration

a list of awesome papers on deep model ompression and acceleration

awesome-model-compression-and-acceleration-1

awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

caffe

Caffe for Sparse and Low-rank Deep Neural Networks

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

conv_arithmetic

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

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

dsd

DSD model zoo. Better accuracy models from DSD training on Imagenet with same model architecture

escape

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

gan-tsc

graffitist

Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow.

iss-rnns

Sparse RNNs -- Learning Connections and Hidden Sizes (TensorFlow)

kse

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

mayo

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

miracle

This repository contains the code for our recent paper `Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters'

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

program_mace

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. https://arxiv.org/abs/1812.00332

simple_net_pruning

pruning simplenet

snorkel

A system for quickly generating training data with weak supervision

squeezenet-residual

residual-SqueezeNet

thchs30-pinyin2tone

thchs30数据集拼音到音素的对应文件

tutorial-softweightsharingfornncompression

A tutorial on 'Soft weight-sharing for Neural Network compression' published at ICLR2017

weight_quant

xinzi-pro

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