Metadata-Version: 2.4
Name: pyannote-metrics
Version: 4.1
Summary: A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems
Author-email: Hervé BREDIN <herve@pyannote.ai>
License-File: LICENSE
Requires-Python: >=3.10
Requires-Dist: numpy>=2.2.2
Requires-Dist: pandas>=2.2.3
Requires-Dist: pyannote-core>=6.0.0
Requires-Dist: pyannote-database>=6.0.0
Requires-Dist: scikit-learn>=1.6.1
Requires-Dist: scipy>=1.15.1
Provides-Extra: cli
Requires-Dist: docopt>=0.6.2; extra == 'cli'
Requires-Dist: sympy>=1.13.3; extra == 'cli'
Requires-Dist: tabulate>=0.9.0; extra == 'cli'
Provides-Extra: doc
Requires-Dist: ipython>=8.32.0; extra == 'doc'
Requires-Dist: matplotlib>=3.10.0; extra == 'doc'
Requires-Dist: sphinx-rtd-theme>=3.0.2; extra == 'doc'
Requires-Dist: sphinx>=8.1.3; extra == 'doc'
Provides-Extra: plot
Requires-Dist: matplotlib>=3.10.0; extra == 'plot'
Provides-Extra: test
Requires-Dist: pytest>=8.3.4; extra == 'test'
Provides-Extra: transcription
Requires-Dist: meeteval>=0.4.3; extra == 'transcription'
Description-Content-Type: text/markdown

# 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](doc/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},
}
```
