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49 search results found

Deepspeech ⭐ 24,127

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.

NeMo: a toolkit for conversational AI

Faster Whisper ⭐ 8,711

Faster Whisper transcription with CTranslate2

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

Speechbrain ⭐ 7,166

A PyTorch-based Speech Toolkit

Vosk Api ⭐ 6,633

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

Whisper Jax ⭐ 3,824

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

Willow ⭐ 2,223

Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative

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.

Openseq2seq ⭐ 1,393

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Whisper Timestamped ⭐ 1,217

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

Descriptive Deep Learning

基于PaddlePaddle实现端到端中文语音识别，从入门到实战，超简单的入门案例，超实用的企业项目

Speech To Text Benchmark ⭐ 570

speech to text benchmark framework

Paddlepaddle Deepspeech ⭐ 536

基于PaddlePaddle实现的语音识别，中文语音识别。项目完善，识别效果好。支持Windows， Jetson开发板预测。

Pytorch实现的流式与非流式的自动语音识别框架，同时兼容在线和离线识别，目前支持Conforme

Kerasdeepspeech ⭐ 244

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

Speech_dataset ⭐ 229

The dataset of Speech Recognition

Rnn_ctc ⭐ 216

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Willow Inference Server ⭐ 190

Open source, local, and self-hosted highly optimized language inference server supporting ASR/STT, TTS, and LLM across WebRTC, REST, and WS

Hey Jetson ⭐ 189

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

Chinese Automatic Speech Recognition ⭐ 157

Chinese speech recognition

Speech2text ⭐ 148

A Deep-Learning-Based Persian Speech Recognition System

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 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.

Automatic Speech Recognition ⭐ 116

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

Las_mandarin_pytorch ⭐ 104

Listen, attend and spell Model and a Chinese Mandarin Pretrained model (中文-普通话 ASR模型)

Whisper Auto Transcribe ⭐ 91

Auto transcribe tool based on whisper

Mongolian Speech Recognition ⭐ 86

Mongolian speech recognition with PyTorch

Awesome Openai Whisper ⭐ 72

A curated list of awesome OpenAI's Whisper

Wav2letter ⭐ 70

Speech Recognition model based off of FAIR research paper built using Pytorch.

Wav2letter.pytorch ⭐ 67

A fully convolution-network for speech-to-text, built on pytorch.

Udacity Natural Language Processing Nanodegree ⭐ 50

Tutorials and my solutions to the Udacity NLP Nanodegree

Whispers2t ⭐ 44

An Optimized Speech-to-Text Pipeline for the Whisper Model Supporting Multiple Inference Enginer

Pywhisper ⭐ 42

openai/whisper + extra features

Friend.ly ⭐ 41

A social media platform with a friend recommendation engine based on personality trait extraction

Deepspeech ⭐ 40

A PyTorch implementation of DeepSpeech and DeepSpeech2.

Banglaspeech2text ⭐ 38

BanglaSpeech2Text: An open-source offline speech-to-text package for Bangla language. Fine-tuned on the latest whisper speech to text model for optimal performance.

Turkicasr ⭐ 35

A multilingual ASR model that can recognize ten Turkic languages—Azerbaijani, Bashkir, Chuvash, Kazakh, Kyrgyz, Sakha, Tatar, Turkish, Uyghur, and Uzbek.

Deep Learning And Paper ⭐ 33

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、

Aniemore ⭐ 28

Emotions recognition from audio and text files (only russian language)

Deepspeech Api ⭐ 27

The code enables users to use Mozilla's Deep Speech model over the Web Browser.

Ai Engine ⭐ 25

Easy to use Multi-Provider ASR/Speech To Text and NLP engine

Fbk Fairseq ⭐ 22

Repository containing the open source code of works published at the FBK MT unit.

Fast Seamlessm4t Onnx ⭐ 16

ONNX-compatible Fast SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

Speech Recognition Learning Resources ⭐ 15

✅ A list of speech recognition learning resources including courses, books, tutorials, papers and toolkits.

Eye Handicapped Service ⭐ 9

[ X:AI Conference ] 시각장애인을 위한 안내見 서비스

Nlp_basics ⭐ 8

Natural Language Processing basic and advance concepts

Speech_recognition ⭐ 8

Indo:- A mini Speech Recognizer

End2endautomaticspeechrecognition ⭐ 7

In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry.

Deepspeech Kinyarwanda ⭐ 7

The kinyarwanda model for deepspeech

Speaker Diarization ⭐ 6

Identifying individual speakers in an audio stream based on the unique characteristics found in individual voices using Python

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