51 Open Source Ctc Software Projects
Free and open source ctc code projects including engines, APIs, generators, and tools.
Asrt_speechrecognition 5046 ⭐
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Ctcdecoder 666 ⭐
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
Ctcwordbeamsearch 453 ⭐
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
Tensorflow_end2end_speech_recognition 310 ⭐
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
Athena Team Athena 729 ⭐
an open-source implementation of sequence-to-sequence based speech processing engine
Rnn_ctc 220 ⭐
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
Tensorflow Ctc Speech Recognition 127 ⭐
Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).
Sightseq 119 ⭐
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Ctc Asr 111 ⭐
End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
Icdar 2019 Sroie 268 ⭐
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
Lstm Ctc Ocr 70 ⭐
using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc
Kaggle_speech_recognition 69 ⭐
Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.
Rus Speechrecognition Lstm Ctc Voxforge 49 ⭐
Распознавание речи русского языка используя Tensorflow, обучаясь на базе Voxforge
Tiramisuasr 624 ⭐
:zap: TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords
Kamilc Speech Recognition 25 ⭐
Companion repository for the blog article: https://www.endpoint.com/blog/2019/01/08/speech-recognition-with-tensorflow
Vietnamese_handwriting_recognition 28 ⭐
[DEPRECATED] Vietnamese Handwriting Recognition with CRNN and CTC Loss
Multimodal Gesture Recognition With Lstms And Ctc 26 ⭐
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.
Automatic_speech_recognition_with_multi_models 13 ⭐
A Simple Automatic Speech Recognition (ASR) Model in Tensorflow, which only needs to focus on Deep Neural Network. It's easy to test popular cells (most are LSTM and its variants) and models (unidirectioanl RNN, bidirectional RNN, ResNet and so on). Moreover, you are welcome to play with self-defined cells or models.
Crnn_ctc_english_handwriting_recognition 19 ⭐
English Handwriting Recognition with CRNN and CTC Loss
Tensorflowasr 299 ⭐
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
Text_recognition_toolbox 154 ⭐
text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.
Crnn.tf2 113 ⭐
Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2