45 Open Source Ctc Software Projects
Free and open source ctc code projects including engines, APIs, generators, and tools.
Asrt_speechrecognition 3411 ⭐
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Ctcdecoder 477 ⭐
Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.
Ctcwordbeamsearch 361 ⭐
Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.
Tensorflow_end2end_speech_recognition 294 ⭐
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
Athena Team Athena 382 ⭐
an open-source implementation of sequence-to-sequence based speech processing engine
Rnn_ctc 219 ⭐
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 122 ⭐
Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0).
Sightseq 112 ⭐
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Ctc Asr 101 ⭐
End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
Icdar 2019 Sroie 102 ⭐
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
Lstm Ctc Ocr 69 ⭐
using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc
Kaggle_speech_recognition 67 ⭐
Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.
Rus Speechrecognition Lstm Ctc Voxforge 47 ⭐
Распознавание речи русского языка используя Tensorflow, обучаясь на базе Voxforge
Tiramisuasr 84 ⭐
:zap: TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords
Kamilc Speech Recognition 24 ⭐
Companion repository for the blog article: https://www.endpoint.com/blog/2019/01/08/speech-recognition-with-tensorflow
Vietnamese_handwriting_recognition 23 ⭐
[DEPRECATED] Vietnamese Handwriting Recognition with CRNN and CTC Loss
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.
Automatic_speech_recognition_with_multi_models 11 ⭐
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 11 ⭐
English Handwriting Recognition with CRNN and CTC Loss