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        "description": "# assemblyai\n\n![](https://img.shields.io/badge/Python-2.7%2C%203.5%2C%203.6-blue.svg)\n[![](https://img.shields.io/pypi/v/assemblyai.svg)](https://pypi.org/project/assemblyai/)\n[![](https://img.shields.io/travis/AssemblyAI/assemblyai-python-sdk.svg)](https://travis-ci.org/AssemblyAI/assemblyai-python-sdk/builds)\n[![](https://pyup.io/repos/github/AssemblyAI/assemblyai-python-sdk/shield.svg)](https://pyup.io/repos/github/AssemblyAI/assemblyai-python-sdk)\n[![](https://codecov.io/gh/AssemblyAI/assemblyai-python-sdk/branch/master/graph/badge.svg)](https://codecov.io/gh/AssemblyAI/assemblyai-python-sdk)\n[![](https://api.codeclimate.com/v1/badges/a4fbbc5b564389549af7/maintainability)](https://codeclimate.com/repos/5afb734416a00d6f410000a9/maintainability)\n[![](https://img.shields.io/badge/Slack-community-71D4DF.svg)](https://docs.assemblyai.com/help/#slack)\n<!-- [![](https://readthedocs.org/projects/assemblyai-python-sdk/badge/?version=latest)](https://readthedocs.org/projects/assemblyai-python-sdk) -->\n\nIntegrate the AssemblyAI API to accurately recognize speech in your application.\n\nYou can also train custom models to more accurately recognize speech in your application, and expand vocabulary with custom words like product/person names.\n\nDocumentation:\n- https://docs.assemblyai.com\n- https://assemblyai-python-sdk.readthedocs.io\n\nSlack community: https://docs.assemblyai.com/help/#slack\n\nIssues: https://github.com/assemblyai/assemblyai-python-sdk\n\n\n## Getting started\n\nFirst, [get an API token](https://www.assemblyai.com/), and then pip install the SDK.\n\n```shell\npip install assemblyai\n```\n\n\n## Quickstart\n\nStart transcribing:\n\n```python\nimport assemblyai\n\naai = assemblyai.Client(token='your-secret-api-token')\n\ntranscript = aai.transcribe(filename='/path/to/example.wav')\n```\n\nGet the completed transcript. Transcripts take about half the duration of the\naudio to complete.\n\n```python\nwhile transcript.status != 'completed':\n    transcript = transcript.get()\n\ntext = transcript.text\n```\n\nInstead of a local file, you can also specify a url for the audio file:\n\n```python\ntranscript = aai.transcribe(audio_url='https://example.com/example.wav')\n```\n\n\n## Custom models\n\nThe quickstart example transcribes audio using our default model. In order to boost\naccuracy and recognize custom words, you can create a custom model. You can read more\nabout how custom model work [in the docs](https://docs.assemblyai.com/guides/custom_models_101/).\n\nCreate a custom model.\n\n```python\nimport assemblyai\n\naai = assemblyai.Client(token='your-secret-api-token')\n\n# boost accuracy for keywords/phrases, and add custom words\n# to the vocabulary\nphrases = [\"foobar\", \"Dirk Gently\", \"electric monk\", \"yourLingoHere\",\n           \"perhaps a common phrase here\", \"and a common response\"]\n\nmodel = aai.train(phrases)\n```\n\nCheck to see that the model has finished training -- models take about six\nminutes to complete.\n\n```Python\nwhile model.status != 'trained':\n    model = model.get()\n```\n\nReference the model when creating a transcript.\n\n```python\ntranscript = aai.transcribe(filename='/path/to/example.wav', model=model)\n```\n\n\n## Transcribing stereo audio with two speakers on different channels\n\nFor stereo audio with two speakers on separate channels, you can leverage\nenhanced accuracy and formatting by setting speak_count to 2.\n\n```python\ntranscript = aai.transcribe('example.wav', speaker_count=2)\n```\n\n\n## Transcribing without formatted text\n\nTo receive transcript text without formatting or punctuation, set the option\nformat_text to False (default is True).\n\n```python\ntranscript = aai.transcribe('example.wav', format_text=False)\n```\n\n\n## Model and Transcript attributes\n\nPrior models and transcripts can be called by ID.\n\n```python\nmodel = aai.model.get(id=<id>)\ntranscript = aai.transcript.get(id=<id>)\n```\n\nTo inspect additional attributes, use `props()`:\n\n```Python\nmodel.props()\n\n>>> ['headers',\n>>>  'id',\n>>>  'status',\n>>>  'name',\n>>>  'phrases',\n>>>  'warning',\n>>>  'dict']\n\ntranscript.props()\n\n>>> ['headers',\n>>>  'id',\n>>>  'audio_url',\n>>>  'model',\n>>>  'status',\n>>>  'warning',\n>>>  'text',\n>>>  'confidence',\n>>>  'segments',\n>>>  'speaker_count',\n>>>  'dict']\n```\n\nThe `dict` attribute contains the raw API response:\n\n```Python\nmodel.dict\ntranscript.dict\n```\n\nFor additional background on the raw API response, see: [https://docs.assemblyai.com](https://docs.assemblyai.com)\n\n\n## Troubleshooting\n\nEnable verbose logging by enabling the Client debug option:\n\n```Python\nimport assemblyai\n\naai = assemblyai.Client(debug=True)\n```\n\nMore options to get unstuck:\n\n- Create an [Issue](https://github.com/AssemblyAI/assemblyai-python-sdk/issues)\n- Join us on [Slack](https://docs.assemblyai.com/help/#slacksupport)\n- Send us an [email](mailto:support@assemblyai.com)\n\n\n## Development\n\nInstall dev requirements, install from source and run tests.\n\n```shell\npip install -r requirements_dev.txt\npython setup.py install\ntox\n```\n\n\n## Contributing\n\nBug reports and pull requests welcome.\n\n\n## Release notes\n\n**0.2.6** - Bug fixes, logging improvements, and cleanup\n\n",
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