Xuxinzi's repositories
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
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
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
graffitist
Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow.
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.
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