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3d-convolutional-speaker-recognition

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

asr_phone

以音素建模构建NN-CTC声学模型

asvspoof2019_pa

asvspoof2019_system

Implementation of work Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection

attention

some attention implements

bag_of_tricks_for_image_classification_with_convolutional_neural_networks

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

caffe-speech-recognition

Speech Recognition with the Caffe deep learning framework, migrating to

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

deep-learning

深度学习实战

deeplearning-inaction

source code of the book <deep learning in action>

deepspeech

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

deepspeech-1

A TensorFlow implementation of Baidu's DeepSpeech architecture

ecapa-tdnn

eesen

The official repository of the Eesen project

espnet

End-to-End Speech Processing Toolkit

fant

Filtering and Noise Adding Tool

ghostnet

[CVPR2020] GhostNet: More Features from Cheap Operations

gmm_baseline

未来杯语音赛道说话人识别的baseline

kaldi

kaldi_x-vector_aishell

Using Kaldi x-vector method to train speaker recognition model on aishell database.

lightcnn

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

masr

中文语音识别，高识别率预训练模型，支持docker快速安装 Chinese Speech Recognition; Mandarin Automatic Speech Recognition;

mixnet-pytorch

A PyTorch Implementation of MixNet

neon

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

paddleclas

A treasure chest for image classification powered by PaddlePaddle

plda

An LDA/PLDA estimator using KALDI in python for speaker verification tasks

pytorch-mobilenet-v1

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch_squeezenet

Implementation of Squeezenet in pytorch, pretrained models on Cifar 10 data to come