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165 search results found

Espnet ⭐ 7,563

End-to-End Speech Processing Toolkit

Asrt_speechrecognition ⭐ 7,253

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

Speech To Text Wavenet ⭐ 3,586

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

Captcha_trainer ⭐ 2,505

[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.

Chinese_ocr ⭐ 2,037

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

Chinese Ocr ⭐ 1,985

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Ctcdecoder ⭐ 577

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

Captcha_platform ⭐ 548

[验证码识别-部署] This project is based on CNN+BLSTM+CTC to realize verificationtion. This projeccode identificat is only for deployment models.

Keras implementation of 'LipNet: End-to-End Sentence-level Lipreading'

Cnn_lstm_ctc_ocr ⭐ 470

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

Neural_sp ⭐ 466

End-to-end ASR/LM implementation with PyTorch

Ba Dls Deepspeech ⭐ 457

Tensorflowasr ⭐ 434

一个执着于让CPU\端侧-Model逼近GPU-Model性能的项目，CPU上的实时率(RTF)小于

Multimodal Transformer ⭐ 418

[ACL'19] [PyTorch] Multimodal Transformer

Speech-to-text server framework with next-gen Kaldi

Lstm_ctc_ocr ⭐ 358

Use CTC + tensorflow to OCR

Cnn_lstm_ctc_tensorflow ⭐ 330

CNN+LSTM+CTC based OCR implemented using tensorflow.

A CRF-based ASR Toolkit

Megreader ⭐ 277

A research project for text detection and recognition using PyTorch 1.2.

Chineseaddress_ocr ⭐ 276

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

Tensorflow_end2end_speech_recognition ⭐ 275

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

A TensorFlow implementation of https://github.com/bgshih/crnn

Cnn Lstm Ctc Text Recognition ⭐ 252

CNN and LSTM model for text recognition

Stanford Ctc ⭐ 226

Neural net code for lexicon-free speech recognition with connectionist temporal classification

Rnn_ctc ⭐ 216

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Handwritten Line Text Recognition Using Deep Learning With Tensorflow ⭐ 213

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

Aggregation Cross Entropy ⭐ 209

Aggregation Cross-Entropy for Sequence Recognition. CVPR 2019.

Text Detection Ocr ⭐ 203

Chinese text detection and recognition based on CTPN + DENSENET using Keras and Tensor Flow，使用keras和tensorflow基于CTPN+Densenet实现的中文文本检测和识别

Ctc Segmentation ⭐ 192

Segment an audio file and obtain utterance alignments. (Python package)

Chinese Ocr ⭐ 191

基于CTPN（tensorflow）+CRNN（pytorch）+CTC的不定长文本检测和识别

Crnn_seq2seq_ocr_pytorch ⭐ 189

Extremely simple implement for Chinese OCR by PyTorch.

Plate_recognition Lprnet ⭐ 178

Tensorflow based. Use CNN and CTC loss. It is a light network for Plate Recognition

Crnn Pytorch ⭐ 155

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

Ocr_kor ⭐ 153

딥러닝을 활용한 한글문장 OCR 연구

A deep learning toolkit specialized for handwritten document analysis

Speech2text ⭐ 148

A Deep-Learning-Based Persian Speech Recognition System

Text_recognition_toolbox ⭐ 141

text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.

Asr Study ⭐ 131

Implementation of all-neural speech recognition systems using Keras and Tensorflow

Crnn Mxnet Chinese Text Recognition ⭐ 129

An implementation of CRNN (CNN+LSTM+warpCTC) on MxNet for chinese text recognition

Tensorflow Ctc Speech Recognition ⭐ 127

Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).

Ctc_pytorch ⭐ 121

CTC end -to-end ASR for timit and 863 corpus.

Crnn_ctc Centerloss ⭐ 117

ctcloss + centerloss crnn text recognition

Chinese_ocr ⭐ 114

中文ocr识别

Asr_syllable ⭐ 112

基于卷积神经网络的语音识别声学模型的研究

Sightseq ⭐ 109

🔭 Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

Ocr_recognition ⭐ 105

验证码识别,该模型是基于xlvector模型上进行加工,验证码内容包含了大小字母以及数字,采用lst

Rnn Transducer ⭐ 100

MXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks

Pytorch Asr ⭐ 100

ASR with PyTorch

Keyword_spotting ⭐ 99

Chinese keyword spotting model using LSTM RNN

End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.

Lipreading ⭐ 92

Speech Recognition without audio input

Captcharecognition ⭐ 91

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

Stn_cnn_lstm_ctc_tensorflow ⭐ 89

use STN+CNN+BLSTM+CTC to do OCR

Icdar 2019 Sroie ⭐ 83

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

Enctc.crnn ⭐ 83

Project for Connectionist Temporal Classification with Maximum Entropy Regularization.

A release version for https://github.com/athena-team/athena

PyTorch Implementations for End-to-End Automatic Speech Recognition

Captcha_trainer_pytorch ⭐ 75

基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架

Ocr Crnn Ctc ⭐ 74

ocr, cnn+lstm+ctc, crnn, recognition model, tensorflow

Rnn_benchmarks ⭐ 73

RNN benchmarks of pytorch, tensorflow and theano

Wav2letter ⭐ 70

Speech Recognition model based off of FAIR research paper built using Pytorch.

Ctc Connectionist Temporal Classification ⭐ 69

Theano implementation of CTC.

Kaggle_speech_recognition ⭐ 67

Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.

Wav2letter.pytorch ⭐ 67

A fully convolution-network for speech-to-text, built on pytorch.

Cnn Lstm Ctc ⭐ 62

An implementation of LSTM and CTC to recognize simple english sentence image

Cnn_lstm_ctc_ocr_for_icpr ⭐ 62

Forked from weinman/cnn_lstm_ctc_ocr for the ICPR MTWI 2018 challenge 1

Captcha_break_keras ⭐ 61

keras theano 验证码破解字母+数字

Mtl Text Recognition ⭐ 60

multi-task learning for text recognition with joint CTC-attention

Asr_word ⭐ 59

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。

Mxnet Cnn Lstm Ctc Ocr ⭐ 50

This repo contains code written by MXNet for ocr tasks, which uses an cnn-lstm-ctc architecture to do text recognition.

Ocr_chinese ⭐ 48

图像文字检测模型(EAST/AdvancedEAST)，及包含文字识别模型(CRNN+CTC)，Ke

Bankcard Recognizer ⭐ 46

Extracting numbers from bankcard, based on Deep Learning. 基于深度学习的银行卡号识别与定位系统。

Chamanti_ocr ⭐ 45

Telugu OCR framework using RNN, CTC in Theano & Python3.

Athena Decoder ⭐ 44

Poreover ⭐ 40

Nanopore basecalling and consensus decoding

Open_stt_e2e ⭐ 39

PyTorch end-to-end speech recognition

Dfcnn Master ⭐ 38

这是一个基于全卷积神经网络的语音识别系统

Ctc Speech Recognition ⭐ 38

This is a working example of using CTC for phone recognition on TIMIT

Handwritingrecognition With Multidimensionalrecurrentneuralnetworks ⭐ 37

Recognize handwritten text in scanned documents using MultiDimensional Recurrent Neural Networks

Speech_recognition_ctc ⭐ 35

Use ctc to do chinese speech recognition by keras / 通过keras和ctc实现中文语音识别

Tensorflow Rnn Ctc ⭐ 32

RNN CTC by using TensorFlow.

Ctc Lstm ⭐ 31

Theano implementation of CTC. Applied on TIMIT and a Toy dataset.

Lstm_ctc ⭐ 31

LSTM CTC End2End Speech Recognition.

Aesrc2020 ⭐ 28

a deep accent recognition network

Captcha Recognition ⭐ 28

End-to-end captcha image recognition using PyTorch and CTC loss binding.

Attention Ocr Toy Example ⭐ 28

Losses and decoders for end-to-end ASR and OCR

Caoyuan Ocr ⭐ 26

Optical Character Recognition using Tensorflow and Keras

Speech recognition with CTC in Keras with Tensorflow backend

Streaming Attention ⭐ 26

streaming attention networks for end-to-end automatic speech recognition

Pcc_geo_cnn_v2 ⭐ 26

Improved Deep Point Cloud Geometry Compression

Phoneme_ctc ⭐ 24

Bidirectional dynamic RNN + CTC for phoneme recognition

Deepspeech Playground ⭐ 22

Baidu's DeepSpeech updated for better training

Primer on CTC implementation in pure Python PyTorch code

Multimodal Gesture Recognition With Lstms And Ctc ⭐ 21

An end-to-end system that performs temporal recognition of gesture sequences using speech and skeletal input. The model combines three networks with a CTC output layer that recognises gestures from continuous stream.

Aesrc2020 ⭐ 20

Data preperation scripts, training pipeline and baseline experiment results for the Interspeech 2020 Accented English Speech Recognition Challenge (AESRC).

Tensorflow Keyword Spotting ⭐ 20

Keyword spotting using various architecture like convolutional vggnet , 1D convolutional network and CTC.

Theano_ctc ⭐ 20

Theano bindings for Baidu's CTC library.

Pytorch Ocr ⭐ 20

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