ctc

There are 3 repositories under ctc topic.

nl8590687 / ASRT_SpeechRecognition
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
asrt chinese-speech-recognition cnn ctc keras python python3 speech-recognition speech-to-text tensorflow
Language:Python 8028
senlinuc / caffe_ocr
主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构
ctc densenet lstm ocr res-lstm
Language:C++ 1280
TensorSpeech / TensorFlowASR
:zap: TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords
automatic-speech-recognition conformer contextnet ctc deepspeech2 end2end jasper rnn-transducer speech-recognition speech-to-text streaming-transducer subword-speech-recognition tensorflow tensorflow2 tflite tflite-convertion tflite-model
Language:Python 959
athena-team / athena
an open-source implementation of sequence-to-sequence based speech processing engine
asr ctc deployment sequence-to-sequence speaker-recognition speech-recognition speech-synthesis tensorflow transformer tts unsupervised-learning wfst
Language:C++ 941
parlance / ctcdecode
PyTorch CTC Decoder bindings
beam-search ctc ctc-loss decoder machine-learning pytorch
Language:C++ 835
srvk / eesen
The official repository of the Eesen project
asr ctc ctc-loss kaldi speech-recognition speech-to-text tensorflow
Language:C++ 828
githubharald / CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
beam-search best-path ctc ctc-loss handwriting-recognition language-model loss opencl prefix-search python recurrent-neural-networks speech-recognition token-passing
Language:Python 824
k2-fsa / sherpa
Speech-to-text server framework with next-gen Kaldi
asr cpp ctc end-to-end-asr python pytorch speech-recognition transducer websocket
Language:C++ 630
hirofumi0810 / neural_sp
End-to-end ASR/LM implementation with PyTorch
pytorch speech-recognition automatic-speech-recognition asr ctc attention-mechanism attention seq2seq sequence-to-sequence speech language-model transformer language-modeling rnn-transducer transformer-xl streaming
Language:Python 596
githubharald / CTCWordBeamSearch
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
ctc decoder text-recognition speech-recognition handwritten-text-recognition recurrent-neural-networks language-model
Language:C++ 563
weinman / cnn_lstm_ctc_ocr
Tensorflow-based CNN+LSTM trained with CTC-loss for OCR
convolutional-neural-networks ctc lstm ocr tensorflow text-recognition
Language:Python 501
Z-yq / TensorflowASR
一个执着于让CPU\端侧-Model逼近GPU-Model性能的项目，CPU上的实时率(RTF)小于0.1
transformer bert tensorflow2 automatic-speech-recognition state-of-the-art ctc listen-attend-and-spell transducers cpp tensorflow-cpp
Language:Python 472
zzzDavid / ICDAR-2019-SROIE
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
crnn-ocr ctc icdar lstm ocr pytorch text-classification
Language:Python 392
watsonyanghx / CNN_LSTM_CTC_Tensorflow
CNN+LSTM+CTC based OCR implemented using tensorflow.
cnn ctc lstm ocr tensorflow
Language:Python 366
Megvii-CSG / MegReader
A research project for text detection and recognition using PyTorch 1.2.
text-recognition text-detection-recognition text-detection deep-learning pytorch ctc ocr
Language:Python 349
hirofumi0810 / tensorflow_end2end_speech_recognition
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
speech-recognition ctc tensorflow timit csj timit-dataset attention-mechanism automatic-speech-recognition asr librispeech end-to-end end-to-end-learning speech-to-text joint-ctc-attention beam-search
Language:Python 315
Belval / CRNN
A TensorFlow implementation of https://github.com/bgshih/crnn
crnn tensorflow bidirectionnallstm ctc
Language:Python 300
robmsmt / KerasDeepSpeech
A Keras CTC implementation of Baidu's DeepSpeech for model experimentation
keras deepspeech asr ctc coreml speechrecognition speech-to-text deep-learning machine-learning neural-networks baidu speech deeplearning neural-network nn
Language:Python 242
rakeshvar / rnn_ctc
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
captcha ctc ctc-loss deep-learning gru lstm neural-network ocr python recurrent-neural-networks rnn rnn-ctc speech-recognition speech-to-text theano
Language:Python 221
shenasa-ai / speech2text
A Deep-Learning-Based Persian Speech Recognition System
attention attention-mechanism ctc keras mozilla-deepspeech python speech-recognition speech-to-text teacher-forcing tensorflow2
Language:Jupyter Notebook 218
Diamondfan / CTC_pytorch
CTC end -to-end ASR for timit and 863 corpus.
ctc decoder kaldi pytorch timit
Language:Python 217
chibohe / text_recognition_toolbox
text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.
attention-mechanism ctc deep-learning ocr ocr-recognition pytorch-implementation scene-text-recognition text-recognition
Language:Python 177
zw76859420 / ASR_Syllable
基于卷积神经网络的语音识别声学模型的研究
asr cnn attention keras densenet densenet-keras ctc
Language:Python 173
lihanghang / CASR-DEMO
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。
baidu-aip casr-demo ctc flask-application gmm pyaudio speaker-recognition speech-to-text
Language:CSS 160
FLming / CRNN.tf2
Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2
crnn ctc keras ocr scene-text-recognition tensorflow-lite tensorflow2 tf2
Language:Python 154
jinserk / pytorch-asr
ASR with PyTorch
speech pytorch ctc pyro kaldi speech-recognition lvcsr python resnet lattice decoder transcription dictation pytorch-binding kaldi-decoder asr deepspeech densenet capsule-network ss-vae
Language:Python 140
philipperemy / tensorflow-ctc-speech-recognition
Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).
ctc ctc-loss deep-learning machine-learning speech-analysis speech-recognition speech-to-text tensorflow tensorflow-1-0 tutorial
Language:Python 130
zhiqwang / sightseq
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
crnn ctc scene-texts pytorch ocr attention transformer image-captioning text-recognition mobilenet densenet object-detection faster-rcnn
Language:Python 125
mdangschat / ctc-asr
End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
ctc asr machine-learning speech-recognition mit neural-network tensorflow python python3
Language:Python 122
dshekhalev / FEC
FEC Codec IP core library for a some famous codes (BCH, RS, LDPC, Turbo)
bch-codes dvb dvb-s2 fec golay ldpc llr polar reed-solomon-codes turbo viterbi dvb-s2x systemverilog 3gpp ccsds ctc wimax gsfc-ldpc btc tpc
Language:SystemVerilog 95
stefbraun / rnn_benchmarks
RNN benchmarks of pytorch, tensorflow and theano
pytorch theano benchmark tensorflow lasagne recurrent-neural-networks lstm ctc
Language:Python 89
Sundy1219 / eesen-for-thchs30
ASR for Chinese Mandarin
asr eesen lstm ctc mandarin chinese wfst
Language:Perl 75
Halfish / lstm-ctc-ocr
using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc
ctc recurrent-neural-networks lstm ocr
Language:Lua 74
huschen / kaggle_speech_recognition
Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.
ctc kaggle lstm speech-recognition tensorflow
Language:Python 72
zw76859420 / ASR_WORD
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。
acousticmodel asr cnn ctc dcnn-ctc keras
Language:Python 71
hirofumi0810 / asr_preprocessing
Python implementation of pre-processing for End-to-End speech recognition
speech-recognition ctc attention-mechanism timit timit-dataset switchboard csj automatic-speech-recognition librispeech end-to-end transcription preprocessing dataset
Language:Python 69