Popular GitHub Repositories for Ctc

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

[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.

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

验证码识别

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

:zap: TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

PyTorch CTC Decoder bindings

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

[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.

End-to-end ASR/LM implementation with PyTorch

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

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

CNN+LSTM+CTC based OCR implemented using tensorflow.

Use CTC + tensorflow to OCR

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.

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

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021) and WavLM (2022) pretrained on a corpus of English speech that we will use in various ways to perform phoneme recognition for different languages with a network trained with Connectionist Temporal Classification (CTC) algorithm.

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

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