Projects in Awesome Lists tagged with ctc

https://github.com/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

Last synced: 13 May 2025

https://github.com/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

Last synced: 28 Mar 2025

https://github.com/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

Last synced: 16 May 2025

https://github.com/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

Last synced: 14 May 2025

https://github.com/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

Last synced: 21 Jul 2025

https://github.com/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

Last synced: 13 Apr 2025

https://github.com/srvk/eesen

The official repository of the Eesen project

asr ctc ctc-loss kaldi speech-recognition speech-to-text tensorflow

Last synced: 02 May 2025

https://github.com/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

Last synced: 14 May 2025

https://github.com/hirofumi0810/neural_sp

End-to-end ASR/LM implementation with PyTorch

asr attention attention-mechanism automatic-speech-recognition ctc language-model language-modeling pytorch rnn-transducer seq2seq sequence-to-sequence speech speech-recognition streaming transformer transformer-xl

Last synced: 02 May 2025

https://github.com/githubharald/ctcwordbeamsearch

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

ctc decoder handwritten-text-recognition language-model recurrent-neural-networks speech-recognition text-recognition

Last synced: 04 Apr 2025

https://github.com/weinman/cnn_lstm_ctc_ocr

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

convolutional-neural-networks ctc lstm ocr tensorflow text-recognition

Last synced: 02 Apr 2025

https://github.com/watsonyanghx/CNN_LSTM_CTC_Tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

cnn ctc lstm ocr tensorflow

Last synced: 02 Apr 2025

https://github.com/Megvii-CSG/MegReader

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

ctc deep-learning ocr pytorch text-detection text-detection-recognition text-recognition

Last synced: 03 Apr 2025

https://github.com/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

Last synced: 19 Jul 2025

https://github.com/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

Last synced: 19 Jul 2025

https://github.com/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

Last synced: 23 Apr 2025

https://github.com/Diamondfan/CTC_pytorch

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

ctc decoder kaldi pytorch timit

Last synced: 19 Jul 2025

https://github.com/diamondfan/ctc_pytorch

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

ctc decoder kaldi pytorch timit

Last synced: 07 May 2025

https://github.com/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

Last synced: 12 May 2025

https://github.com/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

Last synced: 20 Aug 2025

https://github.com/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

Last synced: 02 Apr 2025

https://github.com/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

Last synced: 02 May 2025

https://github.com/jinserk/pytorch-asr

ASR with PyTorch

asr capsule-network ctc decoder deepspeech densenet dictation kaldi kaldi-decoder lattice lvcsr pyro python pytorch pytorch-binding resnet speech speech-recognition ss-vae transcription

Last synced: 19 Jul 2025

https://github.com/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

Last synced: 02 May 2025

https://github.com/zhiqwang/sightseq

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

attention crnn ctc densenet faster-rcnn image-captioning mobilenet object-detection ocr pytorch scene-texts text-recognition transformer

Last synced: 14 Aug 2025

https://github.com/vectominist/miniasr

A mini, simple, and fast end-to-end automatic speech recognition toolkit.

asr ctc fairseq hubert minimal pytorch s3prl speech-recognition speech-representation wav2vec2

Last synced: 27 Jun 2025

https://github.com/zh217/torch-asg

Auto Segmentation Criterion (ASG) implemented in pytorch

asg asr ctc pytorch seq2seq speech torch

Last synced: 09 Apr 2025

https://github.com/vita-group/audio-lottery

[ICLR 2022] "Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable", by Shaojin Ding, Tianlong Chen, Zhangyang Wang

conformer ctc lottery-ticket-hypothesis neural-network-compression pytorch speech-recognition

Last synced: 04 Oct 2025

https://github.com/ugnelis/tensorflow-rnn-ctc

RNN CTC by using TensorFlow.

ctc ctc-loss rnn rnn-ctc sound tensorflow tensorflow-examples

Last synced: 30 Sep 2025

https://github.com/dataxujing/asr-paper

:fire: ASR教程: https://dataxujing.github.io/ASR-paper/

asr citrinet conformer contextnet ctc dnn-hmm fbank gmm-hmm jasper las mfcc mocha neural-transducer quartznet rnn-t speech-transformer squeezeformer tandem transformer-transducer wfst

Last synced: 08 Oct 2025

https://github.com/sun1638650145/crnn

An AutoML for CRNN, you can perform captcha recognition with just a few lines of code.

captcha-solver crnn ctc keras ocr pipeline tensorflow

Last synced: 15 Jun 2025

https://github.com/alexeytochin/tf_seq2seq_losses

TensorFlow implementations of losses for sequence to sequence machine learning models

2nd-derivative artificial-intelligence artificial-neural-networks ctc ctc-loss ctc-loss-implemenetation deep-learning fast-ctc-loss fast-ctc-loss-implementation hessian loss loss-functions python second-derivative seq2seq sequence-recognition sequence-to-sequence tensorflow

Last synced: 11 Apr 2025

https://github.com/skygongque/captcha_crack_demo

captcha_crack_demo

cnn ctc pytorch

Last synced: 30 Oct 2025

https://github.com/yzhangcs/ctc-copy

[EMNLP'23] Code for "Non-autoregressive Text Editing with Copy-aware Latent Alignments".

ctc non-autoregressive text-editing

Last synced: 16 Jan 2026

https://github.com/ayutaz/cc-g2pnp

Reimplementation of CC-G2PnP: Streaming Conformer-CTC based Japanese Grapheme-to-Phoneme and Prosody model (arXiv:2602.17157)

conformer ctc g2p japanese prosody pytorch streaming text-to-speech

Last synced: 04 Apr 2026

https://github.com/dnvt/burn-speech-training

End-to-end speech model training pipeline built on Burn — MFCC features, CTC loss, LibriSpeech loader, SpeechOcean762 evaluation

burn ctc machine-learning mfcc pronunciation rust speech training-pipeline

Last synced: 30 May 2026

https://github.com/jackyzha0/speech2braille

[🏆 Silver Medal at CWSF] Tensorflow Implementation of TIMIT Deep BLSTM-CTC with Tensorboard Support

blstm blstm-ctc braille ctc raspberry-pi tensorflow timit

Last synced: 12 Apr 2025

https://github.com/kaiyux/ctc-decoder

A cpp reimplementation for CTC decoder

cpp ctc decoder ocr speech

Last synced: 15 Apr 2025

https://github.com/prouast/ctc-beam-search-op

Custom tensorflow op for ctc beam search that keeps track of best alignment for each beam

ctc ctc-decode tensorflow

Last synced: 21 Apr 2026

https://github.com/haseeb-heaven/salary-calculator

Salary Calculator give salary conversions with different currencies Monthly/Annually.

cost-to-company ctc forex-api forex-trading python-library python-salary res-api salary-calculator salary-data salary-tax tradermade web-sockets

Last synced: 06 Jul 2025

https://github.com/mohamedezzeldeenhassanmohamed/deep-learning-projects-repository

Enjoy the major Deep Learning Projects !!!

cnn ctc deep-learning deep-neural-networks dl encoder-decoder fcnn gan lstm-neural-networks machine-learning ml openai-api python rnn

Last synced: 25 Feb 2026

https://github.com/rabs664/amstrad-cpc-ctc-dart

Simple Z80 CTC and DART board compatible with the Amstrad CPC and MX4 connector

amstrad-cpc ctc dart z80-assembly

Last synced: 27 Jan 2026

https://github.com/lgirrbach/sequence-labelling

LSTM model for sequence labelling. Includes option to expand input length by constant. Currently implements cross-entropy, crf, and ctc losses.

crf-lstm ctc ctc-crf sequence-labeling

Last synced: 12 Mar 2025

https://github.com/dust8/ocr_shixin

实现定长验证码的识别

ctc ocr shixin tensorflow

Last synced: 01 Mar 2026

https://github.com/mohamedezzeldeenhassanmohamed/robokids-project

ROBOKIDS is a smart educational robot for kids, that connected with educational app that uses technology to make learning fun for kids. Its features like AI and deep learning, has levels for basic concepts, and has parental controls for safety and progress monitoring.

ai bluetooth cnn ctc deep-learning educational-project encoder-decoder entertainment-application handwriting-recognition kotlin-android ml nlp offline-speech-recognition online-handwriting-recognition pretrained-models python robot speech-recognition transfer-learning transformer

Last synced: 10 Feb 2026

https://github.com/rabs664/amstrad-cpc-z80-ctc

Simple Z80 CTC board compatible with the Amstrad CPC and MX4 connector

amstrad-cpc ctc z80-assembly

Last synced: 20 Apr 2026

https://github.com/anxingle/ctc_example

CTC tutorial of OCR recognition(tensorflow0.9)

ctc tensorflow

Last synced: 24 Apr 2026

https://github.com/xdcobra/react-native-sherpa-onnx

Offline Speech Processing SDK for React Native using sherpa-onnx. Supports Speech-to-Text, Text-to-Speech, Speaker Diarization, Speech Enhancement, Source Separation & VAD.

android ctc data-privacy funasr ios paraformer react-native sdk sensevoice sherpa-onnx source-separation speaker-diarization speech-enhancement speech-to-text text-to-speech vad voice-activity-detection whisper zipformer

Last synced: 02 Apr 2026

https://github.com/mahshid1378/tensorflowasr

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

Last synced: 24 Apr 2026

https://github.com/egorsmkv/w2v2-bert-aligner

Aligner for wav2vec2-bert models

asr automatic-speech-recognition ctc ukrainian wav2vec2

Last synced: 11 May 2025

https://github.com/ayushhemdan/ctc-calculator

A simple and interactive CTC (Cost to Company) Calculator built using React, TypeScript, and Vite. This tool helps users break down their total salary package into individual components like Basic Salary, HRA, DA, LTA, Special Allowance, and more. It supports monthly and yearly modes, allowing easy toggling between the two views.

ctc ctc-calculator frontend github-pages java react salary-calculator tailwindcss tyoescript vite web-development

Last synced: 04 Apr 2026

https://github.com/chayuto/au-fuel-sign-ocr-factory

Real-time on-device OCR pipeline for Australian fuel station price signs — YOLO26 sign detector + CRNN/CTC price readers under 15 MB total, built for mobile and dashcam deployment.

australia computer-vision crnn ctc dashcam deep-learning edge-ai fuel-prices machine-learning mobile-ml object-detection ocr on-device-ml pytorch synthetic-data text-recognition tflite ultralytics yolo yolov8