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79 search results found

Transformers ⭐ 143,208

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Deepspeech ⭐ 25,457

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Asrt_speechrecognition ⭐ 7,253

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

Silero Models ⭐ 4,088

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

Lingvo ⭐ 2,776

Automatic_speech_recognition ⭐ 2,743

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Ml Road ⭐ 2,742

Machine Learning Resources, Practice and Research

Tensorflow Speech Recognition ⭐ 2,150

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

Delta ⭐ 1,588

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

Lip Reading Deeplearning ⭐ 1,433

🔓 Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

Openseq2seq ⭐ 1,393

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

Tensorflowasr ⭐ 890

⚡ TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

The official repository of the Eesen project

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Specaugment ⭐ 411

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

Libfaceid ⭐ 290

libfaceid 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.

Tensorflow_end2end_speech_recognition ⭐ 275

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

Voice_activity_detection ⭐ 171

Voice Activity Detection based on Deep Learning & TensorFlow

Rnnt Speech Recognition ⭐ 152

End-to-end speech recognition using RNN Transducers in Tensorflow 2.0

Tevr Asr Tool ⭐ 132

State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.

Tensorflow Wavenet ⭐ 132

speech recognition based on tensorflow 1.0.0

Tensorflow Ctc Speech Recognition ⭐ 127

Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).

Spokestack Python ⭐ 124

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.

Deep Learning Papers Reading Roadmap ⭐ 122

深度学习论文阅读路线图

Automatic Speech Recognition ⭐ 116

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

Machine Learning Training Utilities (for TensorFlow and PyTorch)

Speechless ⭐ 95

Speech-to-text based on wav2letter built for transfer learning

End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.

Listen Attend And Spell ⭐ 75

Tensorflow implementation of "Listen, Attend and Spell" authored by William Chan. This project utilizes input pipeline and estimator API of Tensorflow, which makes the training and evaluation truly end-to-end.

Kaggle_speech_recognition ⭐ 67

Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.

Tf Speech Recognition Challenge Solution ⭐ 53

Source code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-recogn The solution ranked in top 5% in private leaderboard.

Speech Transformer Tf2.0 ⭐ 51

transformer for ASR-systerm (via tensorflow2.0)

Ctc Optimizedloss ⭐ 50

Computes the MWER (minimum WER) Loss with CTC beam search. Knowledge distillation for CTC loss.

Keras Sincnet ⭐ 49

Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)

Automatic Speech Recognition ⭐ 43

Automatic Speech Recognition using Tensorflow

Deepspeech2 ⭐ 40

End-to-end speech recognition using TensorFlow

Conformer Athena ⭐ 33

Dynamic Chunk Streaming and Offline Conformer based on athena-team/Athena.

Lstm_ctc ⭐ 31

LSTM CTC End2End Speech Recognition.

Tensorflow Lite Examples Android ⭐ 31

Examples of Tensorflow Lite on Android

Automatic Speech Recognition ⭐ 30

End-to-End Speech Recognition Using Tensorflow

Speech recognition with CTC in Keras with Tensorflow backend

Speech Recognition Experiments ⭐ 24

Experiments to test different speech recognition systems for SEPIA Framework

Phones Las ⭐ 23

Articulatory features estimation using Listen Attend and Spell architecture.

Tensorflow Keyword Spotting ⭐ 20

Keyword spotting using various architecture like convolutional vggnet , 1D convolutional network and CTC.

Speech Recognition ⭐ 18

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Tensorflow Speech Recognition Challenge ⭐ 18

Kaggle Competitions: TensorFlow Speech Recognition Challenge

Keras(Tensorflow) implementations of Automatic Speech Recognition

Spoken Keyword Spotting ⭐ 16

In this repository, we explore using a hybrid system consisting of a Convolutional Neural Network and a Support Vector Machine for Keyword Spotting task.

Speech Recognition Transfer Learning ⭐ 16

Speech command recognition DenseNet transfer learning from UrbanSound8k in keras tensorflow

Tchatbot ⭐ 15

A ChatBot framework to create customizable all purpose Chatbots using NLP, Tensorflow, Speech Recognition

Tf Speech Recognition ⭐ 13

Speech Recognition Using Tensorflow

tf 2.0 implementation of Listen, attend and spell

Webvoicesdk ⭐ 11

Buildings block for voice-enabled applications in the browser

Kaggle Speech Recognition ⭐ 11

Solution for TensorFlow Speech Recognition Challenge on Kaggle (125th place, top 10%)

Audio Pretrained Model ⭐ 11

A collection of Audio and Speech pre-trained models.

Baidu Deepspeech2 ⭐ 10

A Tensorflow implementation of Baidu's Deep Speech 2 paper

Automatic speech recognition using neural networks

Asr_dosmono ⭐ 10

Automatic Speech Recognition with TensorFlow(CNN+BLSTM+CTC)

Speech Recognition Of Digits Using Tensorflow ⭐ 10

Implementing LSTM Recurrent Neural Nets to recognize spoken digits using Tensorflow.

Automatic_speech_recognition_with_multi_models ⭐ 10

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.

Speechrecognition ⭐ 10

Small-footprint Keyword Spotting

Recurrentnn_speechrecognition ⭐ 10

A model based in Tensorflow to recognize words from the 30 word Speech Commands Dataset from Google using LSTM based Recurrent Neural Network.

Conformer ⭐ 9

An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

Tensorflow Wavenet ⭐ 9

Implementation of WaveNet network based on Tensorflow.

Kcn Audio Classification ⭐ 9

Classification of drum samples using dilated convolutions

Warp Ctc Crf ⭐ 9

An extension of thu-spmi/CAT which contains a full-fledged implementation of CTC-CRF for Tensorflow.

Neural Networks And Deep Learning ⭐ 9

Deep learning projects including applications (face recognition, neural style transfer, autonomous driving, sign language reading, music generation, translation, speech recognition and NLP) and theories (CNNs, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, hyperparameter tuning, regularization, optimization, Residual Networks). Deep Learning Specialization by Andrew Ng, deeplearning.ai

Speech Recognition Tensorflow Challenge ⭐ 8

Different CNN Models for keyword spotting in speech recognition

Speaker Identification ⭐ 7

Speaker Identification using Neural Net.

Inferspeech ⭐ 7

PyTorch speech2text inference script for the NVidia openseq2seq wav2letter model variant

Tflite Speech Recognition ⭐ 6

Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.

Speech Recognition ⭐ 6

Develop speech recognition models with Tensorflow 2

Transformer-based online speech recognition system with TensorFlow 2

Speech-Recognition STT Project

Chapter 9: Attention and Memory Augmented Networks

Speech To Text Wavenet ⭐ 6

Mfcc_ctc_speech ⭐ 5

apply mfcc feature of waveform with the LSTM + CTC loss architecture

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