zw76859420/SparseSelfAttention

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Created over 2 years ago
Updated almost 3 years ago

zw76859420/SparseSelfAttention

zw76859420

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Sparse Attention Mechanism, accepted in KSC 2019

ASR_Theory

语音识别理论、论文和PPT

ASR_Syllable

基于卷积神经网络的语音识别声学模型的研究

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。

kaggle-cats-and-dogs

采用深度学习方法进行图像识别，数据集为kaggle数据集中的猫与狗数据集。

video-action-recognition

视频动作识别，基于C3D网络构建

image-recognition

采用深度学习方法进行刀具识别。

ASR_Phone

以音素建模构建NN-CTC声学模型

agriculture_recognition

AI挑战赛，农作物识别，已经做好数据处理，模型训练等部分，由于时间原因交由实验室师弟进行优化。

cloud-recognition

采用深度学习方法，进行6分类云彩识别，识别率为73.17%，比赛用

NMT_Keras

Using seq2seq to convert Spanish to English

Pytorch_Learning

采用Pytorch深度学习框架，使用MNIST数据集进行实验

stcmds-kaldi

nn-hmm for stcmds

ASR_Transformer

A Pytorch implementation of Speech Transformer, an End-to-End Automatic Speech Recognition with Transformer Network, Which directly converts acoustic features to character sequence using a signal neural network.

face-recognition

采用深度学习Triplet网络进行人脸识别，参照师兄留下的脚本进行一步一步分析。

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

bert

TensorFlow code and pre-trained models for BERT

Voiceprint_Recognition

Just for DACAS 2019 and for studying AI

asr

中文语音识别系统，在西安电子科技大学某位大神的脚本上进行改进模型。