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

PyTorch CTC Decoder bindings

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

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.

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

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.

基于卷积神经网络的语音识别声学模型的研究

基于Flask Web的中文自动语音识别演示系统,包含语音识别、语音合成、声纹识别之说话人识别。

Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2

ASR with PyTorch

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

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

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

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

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。

Python implementation of pre-processing for End-to-End speech recognition