Top 35 ctc open source projects

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.

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

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

集成了Tensorflow 2版本的端到端语音识别模型，并且RTF(实时率)在0.1左右/Mandarin State-of-the-art Automatic Speech Recognition in Tensorflow 2

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

基于卷积神经网络的语音识别声学模型的研究

ASR with PyTorch

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

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

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。

using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

[DEPRECATED] Vietnamese Handwriting Recognition with CRNN and CTC Loss

The official repository of the Eesen project

an open-source implementation of sequence-to-sequence based speech processing engine

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

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

PyTorch CTC Decoder bindings

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

End-to-end ASR/LM implementation with PyTorch

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

Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.

CNN+LSTM+CTC based OCR implemented using tensorflow.

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

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

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

Auto Segmentation Criterion (ASG) implemented in pytorch

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

Распознавание речи русского языка используя Tensorflow, обучаясь на базе Voxforge

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

a deep accent recognition network

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

RNN benchmarks of pytorch, tensorflow and theano

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.