https://github.com/mozilla/deepspeech

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.
https://github.com/mozilla/deepspeech

deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow

Last synced: 1 day ago
JSON representation

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.

• Host: GitHub
• URL: https://github.com/mozilla/deepspeech
• Owner: mozilla
• License: mpl-2.0
• Created: 2016-06-02T15:04:53.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2024-09-03T21:17:43.000Z (5 months ago)
• Last Synced: 2024-10-29T09:56:13.173Z (3 months ago)
• Topics: deep-learning, deepspeech, embedded, machine-learning, neural-networks, offline, on-device, speech-recognition, speech-to-text, tensorflow
• Language: C++
• Homepage:
• Size: 48.2 MB
• Stars: 25,289
• Watchers: 670
• Forks: 3,961
• Open Issues: 151
• Metadata Files:
  • Readme: README.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Support: SUPPORT.rst

Awesome Lists containing this project

README

        
Project DeepSpeech

==================

.. image:: https://readthedocs.org/projects/deepspeech/badge/?version=latest

   :target: https://deepspeech.readthedocs.io/?badge=latest

   :alt: Documentation

.. image:: https://github.com/mozilla/DeepSpeech/actions/workflows/macOS-amd64.yml/badge.svg

   :target: https://github.com/mozilla/DeepSpeech/actions/workflows/macOS-amd64.yml

   :alt: macOS builds

.. image:: https://github.com/mozilla/DeepSpeech/actions/workflows/lint.yml/badge.svg

   :target: https://github.com/mozilla/DeepSpeech/actions/workflows/lint.yml

   :alt: Linters

.. image:: https://github.com/mozilla/DeepSpeech/actions/workflows/docker.yml/badge.svg

   :target: https://github.com/mozilla/DeepSpeech/actions/workflows/docker.yml

   :alt: Docker Images

DeepSpeech is an open-source Speech-To-Text engine, using a model trained by machine learning techniques based on `Baidu's Deep Speech research paper `_. Project DeepSpeech uses Google's `TensorFlow `_ to make the implementation easier.

Documentation for installation, usage, and training models are available on `deepspeech.readthedocs.io `_.

For the latest release, including pre-trained models and checkpoints, `see the latest release on GitHub `_.

For contribution guidelines, see `CONTRIBUTING.rst `_.

For contact and support information, see `SUPPORT.rst `_.