CtcdecoderConnectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python.
Stars: ✭ 529 (+32.91%)
Neural spEnd-to-end ASR/LM implementation with PyTorch
Stars: ✭ 408 (+2.51%)
Rnn ctcRecurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
Stars: ✭ 220 (-44.72%)
PCPMPresenting Collection of Pretrained Models. Links to pretrained models in NLP and voice.
Stars: ✭ 21 (-94.72%)
Hey JetsonDeep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
Stars: ✭ 161 (-59.55%)
CtcdecodePyTorch CTC Decoder bindings
Stars: ✭ 442 (+11.06%)
Bit RnnQuantize weights and activations in Recurrent Neural Networks.
Stars: ✭ 86 (-78.39%)
Tensorflowasr⚡️ TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords
Stars: ✭ 400 (+0.5%)
Asrt speechrecognitionA Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Stars: ✭ 4,943 (+1141.96%)
EesenThe official repository of the Eesen project
Stars: ✭ 738 (+85.43%)
Pytorch Kaldipytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Stars: ✭ 2,097 (+426.88%)
Zamia SpeechOpen tools and data for cloudless automatic speech recognition
Stars: ✭ 374 (-6.03%)
Athenaan open-source implementation of sequence-to-sequence based speech processing engine
Stars: ✭ 542 (+36.18%)
Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Stars: ✭ 55,742 (+13905.53%)
Mead BaselineDeep-Learning Model Exploration and Development for NLP
Stars: ✭ 238 (-40.2%)
Openseq2seqToolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Stars: ✭ 1,378 (+246.23%)
Tensorflow Ctc Speech RecognitionApplication of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).
Stars: ✭ 127 (-68.09%)
Speech Recognition Neural NetworkThis is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
Stars: ✭ 148 (-62.81%)
LingvoLingvo
Stars: ✭ 2,361 (+493.22%)
ZerothKaldi-based Korean ASR (한국어 음성인식) open-source project
Stars: ✭ 248 (-37.69%)
rnn benchmarksRNN benchmarks of pytorch, tensorflow and theano
Stars: ✭ 85 (-78.64%)
MegreaderA research project for text detection and recognition using PyTorch 1.2.
Stars: ✭ 332 (-16.58%)
ctc-asrEnd-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
Stars: ✭ 112 (-71.86%)
mongolian-nlpUseful resources for Mongolian NLP
Stars: ✭ 119 (-70.1%)
PykaldiA Python wrapper for Kaldi
Stars: ✭ 756 (+89.95%)
Scene Text RecognitionScene text detection and recognition based on Extremal Region(ER)
Stars: ✭ 146 (-63.32%)
TF-Speech-Recognition-Challenge-SolutionSource code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-recognition-challenge). The solution ranked in top 5% in private leaderboard.
Stars: ✭ 58 (-85.43%)
SounderAn intent recognizing algorithm to predict the intent of a given text.
Stars: ✭ 118 (-70.35%)
Cnn lstm ctc ocrTensorflow-based CNN+LSTM trained with CTC-loss for OCR
Stars: ✭ 464 (+16.58%)
Ctc pytorchCTC end -to-end ASR for timit and 863 corpus.
Stars: ✭ 161 (-59.55%)
SightseqComputer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Stars: ✭ 116 (-70.85%)
Lstm Ctc Ocrusing rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc
Stars: ✭ 70 (-82.41%)
Text recognition toolboxtext_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.
Stars: ✭ 114 (-71.36%)
Relational Rnn PytorchAn implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
Stars: ✭ 236 (-40.7%)
Attention MechanismsImplementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Stars: ✭ 203 (-48.99%)
BoswatchPython Script to process input data from rtl_fm and multimon-NG - multiple Plugin support
Stars: ✭ 101 (-74.62%)
EspnetEnd-to-End Speech Processing Toolkit
Stars: ✭ 4,533 (+1038.94%)
Algorithms PrimerA consolidated collection of resources for you to learn and understand algorithms and data structures easily.
Stars: ✭ 381 (-4.27%)
Tbox🎁 A glib-like multi-platform c library
Stars: ✭ 3,800 (+854.77%)
Learn Something Every Day📝 A compilation of everything that I learn; Computer Science, Software Development, Engineering, Math, and Coding in General. Read the rendered results here ->
Stars: ✭ 362 (-9.05%)
Scalgosalgorithms in scala
Stars: ✭ 390 (-2.01%)
AlgorithmsMinimal examples of data structures and algorithms in Python
Stars: ✭ 20,123 (+4956.03%)
Libfaceidlibfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.
Stars: ✭ 354 (-11.06%)
BrevitasBrevitas: quantization-aware training in PyTorch
Stars: ✭ 343 (-13.82%)
Awesome KaldiThis is a list of features, scripts, blogs and resources for better using Kaldi ( http://kaldi-asr.org/ )
Stars: ✭ 393 (-1.26%)
QuickgraphGeneric Graph Data Structures and Algorithms for .NET
Stars: ✭ 386 (-3.02%)
SubsyncSubtitle Speech Synchronizer
Stars: ✭ 379 (-4.77%)