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aca-slides

Slides and Code for "An Introduction to Audio Content Analysis," also taught at Georgia Tech as MUSI-6201 - Computational Music Analysis. This introductory course on Music Information Retrieval is based on the text book "An Introduction to Audio Content Analysis", Wiley 2012

acl2018-semantic-parsing-tutorial

Materials from the ACL 2018 tutorial on neural semantic parsing

adamyo

Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation

agriculture_knowledgegraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

asr_theory

中文语音识别理论，包括硕士期间所学，论文和PPT

asr_word

采用端到端方法构建声学模型，以字为建模单元，采用DCNN-CTC网络结构。

audio-classifier-keras-cnn

Audio Classifier in Keras using Convolutional Neural Network

audio-segmentation-by-classification-tutorial

A jupyter notebook for audio segmentation tutorial and demo

automatic-instrument-identification

Music instrument recognition using classification techniques.

automatic_speech_recognition

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

blog-posts

This repository hosts all the blog posts on machine learning, deep learning and statistical modeling.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

chinese_text_cluster

MachineLearning

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

dacidian

DaCiDian is an open-sourced chinese mandarin lexicon for automatic speech recognition(ASR)

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

deep-residual-networks

Deep Residual Learning for Image Recognition

deepbayes-2018

Seminars DeepBayes Summer School 2018

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepspeech

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

deepspeech.mxnet

A MXNet implementation of Baidu's DeepSpeech architecture

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

dfsmn

Tensorflow version of DFSMN

dskg

eesen-for-thchs30

ASR for Chinese Mandarin

face_recognition

The world's simplest facial recognition api for Python and the command line

facelivenessdetection

genrexpose

Automated music genre classification using machine learning

grcs

Random quantum circuits for circuit sampling with superconducting qubits

hulth-2003-pre

Preprocessed Inspec keyphrase extraction benchmark dataset