DeepSpeech

mozilla / DeepSpeech

DeepSpeech 是一个开源的离线嵌入式语音转文本引擎，可在树莓派 4 到高性能 GPU 服务器上实时运行，实现本地语音识别。

C++ AI 基础设施 开发工具 桌面/移动应用 语音识别 离线部署 嵌入式 TensorFlow 端到端

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作为 Mozilla 出品的端到端语音识别引擎，DeepSpeech 基于深度学习方法，支持离线部署，无需联网即可在低功耗设备上运行。它的优势是模型紧凑、推理速度快，适合隐私敏感或网络受限的场景，如智能家居、移动端应用。需要注意的是，其识别准确率在嘈杂环境下不如云端大模型，且已停止积极维护，但仍是研究语音识别和嵌入式部署的优秀参考。

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项目文档

来自 GitHub README · master 分支 
Status
======

This project is now discontinued.

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 <https://arxiv.org/abs/1412.5567>`_. Project DeepSpeech uses Google's `TensorFlow <https://www.tensorflow.org/>`_ to make the implementation easier.

Documentation for installation, usage, and training models are available on `deepspeech.readthedocs.io <https://deepspeech.readthedocs.io/?badge=latest>`_.

For the latest release, including pre-trained models and checkpoints, `see the latest release on GitHub <https://github.com/mozilla/DeepSpeech/releases/latest>`_.

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

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

文档抓取自 GitHub 仓库 README，版权归原作者所有；已过滤徽章等噪音并经安全消毒后展示。