Top 326 speech-recognition open source projects

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

Implementation of a seq2seq model for Speech Recognition using the latest version of TensorFlow. Architecture similar to Listen, Attend and Spell.

📦 快速转化「中文数字」和「阿拉伯数字」～ (最新特性：分数，日期、温度等转化）

Kaldi-based Korean ASR (한국어 음성인식) open-source project

The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.

Chinese text normalization for speech processing

NeMo: a toolkit for conversational AI

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

Speech recognition framework allowing powerful Python-based scripting and extension of Dragon NaturallySpeaking (DNS), Windows Speech Recognition (WSR), Kaldi and CMU Pocket Sphinx

Working online speech recognition based on RNN Transducer. ( Trained model release available in release )

Python Kaldi speech recognition with grammars that can be set active/inactive dynamically at decode-time

An Android app that offers speech-to-text services and user interfaces to other apps

A small Javascript library for browser-based real-time speech recognition, which uses Recorderjs for audio capture, and a WebSocket connection to the Kaldi GStreamer server for speech recognition.

Lingvo

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

SDK & Sample to do speech recognition using websockets in Javascript

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition.

Python module for evaluating ASR hypotheses (e.g. word error rate, word recognition rate).

🗣 An overlay that gets your user’s voice permission and input as text in a customizable UI

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

Offline transcription system for Estonian using Kaldi

VOSK Speech Recognition Toolkit

Automatic Speech Recognition (ASR) - German

The CIDLib general purpose C++ development environment

A testing server for a speech to text service based on mozilla deepspeech

End-to-End Automatic Speech Recognition on PyTorch

Kaldi model converter to ONNX

🎤 Cordova Plugin for Speech Recognition

GStreamer plugin around Kaldi's online neural network decoder

The Naomi Project is an open source, technology agnostic platform for developing always-on, voice-controlled applications!

pytorch-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.

Speech Recognition Using Tacotron

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

A pure python module for reading and writing kaldi ark files

INTERSPEECH 2019 Tutorial Materials

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

Some simple wrappers around kaldi-asr intended to make using kaldi's (online) decoders as convenient as possible.

ClovaCall dataset and Pytorch LAS baseline code (Interspeech 2020)

Проект для распознавания речи на русском языке на основе pykaldi.

A speech recognition framework designed for SwiftUI.

This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.

RETIRED - OpenSTT is now retired. If you would like more information on Mycroft AI's open source STT projects, please visit:

UIButton subclass with push to talk recording, speech recognition and Siri-style waveform view.

Deep learning for audio processing

Embeddable custom voice assistant for Android applications

Golang bindings for Mozilla's DeepSpeech speech-to-text library

Allosaurus is a pretrained universal phone recognizer for more than 2000 languages

An overview of the AI-as-a-service landscape

Voice Activity Detection based on Deep Learning & TensorFlow

A tool for automatic phoneme transcription

A list of publically available audio data that anyone can download for ASR or other speech activities

Alan AI Power Apps SDK adds a voice assistant or chatbot to your Microsoft Power Apps project.

Speech commands recognition with PyTorch

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

kaldi-asr/kaldi is the official location of the Kaldi project.

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

Keras Interface for Kaldi ASR

Chinese Speech To Text Using Wavenet

ASR with PyTorch

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.