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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.
deep-learningdeepspeechembeddedmachine-learningneural-networksofflineon-devicespeech-recognitionspeech-to-texttensorflow
b85ad3ea74
Currently train.py is overloaded with many independent features. Understanding the code and what will be the result of a training call requires untangling the entire script. It's also an error prone UX. This is a first step at separating independent parts into their own scripts. |
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| .github | ||
| bin | ||
| data | ||
| doc | ||
| examples | ||
| images | ||
| kenlm@689a25aae9 | ||
| native_client | ||
| taskcluster | ||
| tensorflow@23ad988fcd | ||
| tests | ||
| training/deepspeech_training | ||
| util | ||
| .cardboardlint.yml | ||
| .compute | ||
| .gitattributes | ||
| .gitignore | ||
| .gitmodules | ||
| .isort.cfg | ||
| .pylintrc | ||
| .readthedocs.yml | ||
| .taskcluster.yml | ||
| bazel.patch | ||
| BIBLIOGRAPHY.md | ||
| build-python-wheel.yml-DISABLED_ENABLE_ME_TO_REBUILD_DURING_PR | ||
| CODE_OF_CONDUCT.md | ||
| CODE_OWNERS.rst | ||
| CONTRIBUTING.rst | ||
| DeepSpeech.py | ||
| Dockerfile.build.tmpl | ||
| Dockerfile.train.tmpl | ||
| ds_generic.supp | ||
| ds_lib.supp | ||
| ds_openfst.supp | ||
| ds_sox.supp | ||
| evaluate_tflite.py | ||
| evaluate.py | ||
| GRAPH_VERSION | ||
| ISSUE_TEMPLATE.md | ||
| LICENSE | ||
| lm_optimizer.py | ||
| Makefile | ||
| parse_valgrind_suppressions.sh | ||
| README.rst | ||
| RELEASE.rst | ||
| requirements_eval_tflite.txt | ||
| requirements_tests.txt | ||
| requirements_transcribe.txt | ||
| setup.py | ||
| stats.py | ||
| SUPPORT.rst | ||
| tensorflow_full_runtime.supp | ||
| tensorflow_tflite_runtime.supp | ||
| transcribe.py | ||
| VERSION | ||
Project DeepSpeech ================== .. image:: https://readthedocs.org/projects/deepspeech/badge/?version=latest :target: https://deepspeech.readthedocs.io/?badge=latest :alt: Documentation .. image:: https://community-tc.services.mozilla.com/api/github/v1/repository/mozilla/DeepSpeech/master/badge.svg :target: https://community-tc.services.mozilla.com/api/github/v1/repository/mozilla/DeepSpeech/master/latest :alt: Task Status 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>`_.