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"author": "William Droz",
"author_email": "william.droz@idiap.ch",
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"classifiers": [
"Intended Audience :: Science/Research",
"License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python :: 3",
"Topic :: Multimedia :: Sound/Audio :: Speech"
],
"description": "# pydiarization\n\npydiarization is a wrapper around the [IBDiarization](https://github.com/idiap/IBDiarization) toolkit.\n\n## Requirements\n\nYou must have the follow binaries in your path:\n* **ffmpeg**\n* **compute-mfcc-feats** and **copy-feats-to-htk** from Kaldi\n* **diarizeme** from the IBDiarization toolkit.\n\n## Installation\n\npydiarization can be installed by either conda\n```\nconda install -c wdroz pydiarization\n```\nor pip\n```\npip install pydiarization\n```\n\n## Usage\n\nBefore using the pywrapper, you have to create a folder that will contains the results of the IBDiarization toolkit. \n```bash\nmkdir result.dir\n```\n\n## Test the installation\n\nTo check if all binaries works and are recognized by pydiarization, you can run the tests by typing: ```python3 -m pydiarization.test_diarization_wrapper```\n\n### from code\n\nExample that convert a single video to a string (.rttm content)\n```python\nfrom pydiarization.diarization_wrapper import video_to_rttm_string\n\nrttm_content = video_to_rttm_string('MY_VIDEO_OR_URL.avi')\n```\n\nHere the list of all the high-levels API:\n```python\ndef video_to_rttm_string(video_path):\n \"\"\" High-level function that return the rttm as string from a video\n Arguments:\n video_path -- where the video is\n\n Return: the rttm content as string\n \"\"\"\ndef wav_to_rttm_string(wav_path):\n \"\"\" High-level function that return the rttm as string from a wav\n Arguments:\n wav_path -- where the wav is\n\n Return: the rttm content as string\n \"\"\"\ndef rttm_to_string(rttm_path):\n \"\"\" transform rttm file to string\n Arguments:\n rttm_path -- where is the rttm file\n\n Return: rttm content as string\n \"\"\"\ndef rttm_from_video(video_path, rttm_path):\n \"\"\" create a .rttm file from a video\n Arguments:\n video_path -- path to the video\n rttm_path -- path where the .rrtm file will be saved\n \"\"\"\ndef rttm_from_wav(wav_path, rttm_path):\n \"\"\" create a .rttm file from a wav\n Arguments:\n wav_path -- path to the wav file\n rttm_path -- path where the .rrtm file will be saved\n \"\"\"\n\n```\n\n### from CLI\n\nThe usage is the follow:\n\n$ python3 -m pydiarization.run --help\nusage: run.py [-h] [--video VIDEO] [--wav WAV] [--output OUTPUT]\n\nDiarization Toolkit Wrapper CLI\n\noptional arguments:\n -h, --help show this help message and exit\n --video VIDEO take a video file or URL as input\n --wav WAV take a wav file as input\n --output OUTPUT specify to write as .rttm file\n
\n\n#### some examples\n\nAsk to get the .rttm content from a url:\n`python3 -m pydiarization.run --video http://data.cstr.inf.ed.ac.uk/summa/data/test.mp4`\nSPEAKER tmp86hrhwsd 1 0.01 292.17 tmp86hrhwsd_spkr_9 \nSPEAKER tmp86hrhwsd 1 292.18 2.98 tmp86hrhwsd_spkr_2
\n\nAsk to write to .rttm file instead:\n`python3 -m pydiarization.run --video http://data.cstr.inf.ed.ac.uk/summa/data/test.mp4 --output toto.rttm`\n\n",
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