https://github.com/pyannote/pyannote-metrics

A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems
https://github.com/pyannote/pyannote-metrics

Last synced: 12 months ago
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A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems

• Host: GitHub
• URL: https://github.com/pyannote/pyannote-metrics
• Owner: pyannote
• License: mit
• Created: 2014-05-06T19:34:13.000Z (about 12 years ago)
• Default Branch: develop
• Last Pushed: 2023-04-19T13:55:51.000Z (about 3 years ago)
• Last Synced: 2024-11-14T12:56:35.042Z (over 1 year ago)
• Language: Python
• Homepage: http://pyannote.github.io/pyannote-metrics
• Size: 8.22 MB
• Stars: 187
• Watchers: 11
• Forks: 33
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

Awesome Lists containing this project

• awesome-diarization - pyannote-metrics - metrics?style=social) [](https://travis-ci.org/pyannote/pyannote-metrics) | Python| A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems. | (Software / Evaluation)

README

          
# pyannote.metrics

> a toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems

An overview of `pyannote.metrics` is available as an [InterSpeech 2017 paper](docs/pyannote-metrics.pdf): it is recommended to read it first, to quickly get an idea whether this tool is for you.

## Installation

```bash

$ pip install pyannote.metrics

```

## Documentation

The documentation is available at [http://pyannote.github.io/pyannote-metrics](http://pyannote.github.io/pyannote-metrics).

Sample notebooks are available [here](http://nbviewer.ipython.org/github/pyannote/pyannote-metrics/blob/master/notebooks/index.ipynb).

## Citation

If you use `pyannote.metrics` in your research, please use the following citation:

```bibtex

@inproceedings{pyannote.metrics,

  author = {Herv\'e Bredin},

  title = {{pyannote.metrics: a toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems}},

  booktitle = {{Interspeech 2017, 18th Annual Conference of the International Speech Communication Association}},

  year = {2017},

  month = {August},

  address = {Stockholm, Sweden},

  url = {http://pyannote.github.io/pyannote-metrics},

}

```