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
tensorflow cnn ctc python keras speech-recognition speech-to-text chinese-speech-recognition asrt python3
Language:Python 7455
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++ 1253
athena-team / athena
an open-source implementation of sequence-to-sequence based speech processing engine
speech-recognition asr transformer tensorflow ctc unsupervised-learning sequence-to-sequence deployment wfst speaker-recognition tts speech-synthesis
Language:C++ 940
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 deepspeech2 speech-recognition speech-to-text tensorflow2 rnn-transducer conformer tflite tflite-model tflite-convertion ctc tensorflow subword-speech-recognition end2end contextnet jasper streaming-transducer
Language:Jupyter Notebook 900
srvk / eesen
The official repository of the Eesen project
tensorflow ctc-loss asr ctc kaldi speech-recognition speech-to-text
Language:C++ 823
parlance / ctcdecode
PyTorch CTC Decoder bindings
machine-learning pytorch ctc ctc-loss beam-search decoder
Language:C++ 804
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 800
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 584
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++ 539
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 494
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 457
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++ 424
zzzDavid / ICDAR-2019-SROIE
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
icdar ocr text-classification crnn-ocr ctc pytorch lstm
Language:Python 366
watsonyanghx / CNN_LSTM_CTC_Tensorflow
CNN+LSTM+CTC based OCR implemented using tensorflow.
cnn ctc lstm ocr tensorflow
Language:Python 363
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 347
hirofumi0810 / tensorflow_end2end_speech_recognition
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
asr attention-mechanism automatic-speech-recognition beam-search csj ctc end-to-end end-to-end-learning joint-ctc-attention librispeech speech-recognition speech-to-text tensorflow timit timit-dataset
Language:Python 312
Belval / CRNN
A TensorFlow implementation of https://github.com/bgshih/crnn
crnn tensorflow bidirectionnallstm ctc
Language:Python 297
robmsmt / KerasDeepSpeech
A Keras CTC implementation of Baidu's DeepSpeech for model experimentation
asr baidu coreml ctc deep-learning deeplearning deepspeech keras machine-learning neural-network neural-networks nn speech speech-to-text speechrecognition
Language:Python 240
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 220
Diamondfan / CTC_pytorch
CTC end -to-end ASR for timit and 863 corpus.
ctc pytorch timit kaldi decoder
Language:Python 216
chibohe / text_recognition_toolbox
text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.
deep-learning text-recognition ocr pytorch-implementation scene-text-recognition attention-mechanism ctc ocr-recognition
Language:Python 176
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 174
zw76859420 / ASR_Syllable
基于卷积神经网络的语音识别声学模型的研究
asr attention cnn ctc densenet densenet-keras keras
Language:Python 166
FLming / CRNN.tf2
Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2
crnn ocr scene-text-recognition tensorflow2 keras ctc tf2 tensorflow-lite
Language:Python 149
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。
flask-application speech-to-text ctc baidu-aip pyaudio speaker-recognition gmm casr-demo
Language:CSS 141
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 139
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 tensorflow-1-0 tensorflow speech-recognition speech-to-text speech-analysis deep-learning machine-learning tutorial
Language:Python 131
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 122
mdangschat / ctc-asr
End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
asr ctc machine-learning mit neural-network python python3 speech-recognition tensorflow
Language:Python 119
stefbraun / rnn_benchmarks
RNN benchmarks of pytorch, tensorflow and theano
pytorch theano benchmark tensorflow lasagne recurrent-neural-networks lstm ctc
Language:Python 87
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 lstm ocr recurrent-neural-networks
Language:Lua 73
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 71
huschen / kaggle_speech_recognition
Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.
kaggle tensorflow ctc speech-recognition lstm
Language:Python 71
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。
asr cnn ctc keras acousticmodel dcnn-ctc
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 68