# pyannote-metrics

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

- **URL**: https://www.freshcrate.ai/projects/pyannote-metrics
- **Author**: pypi
- **Category**: Developer Tools
- **Latest version**: `4.0.0` (2026-04-21)
- **License**: Unknown
- **Homepage**: https://pypi.org/project/pyannote-metrics/
- **Language**: Python
- **Registry**: pypi (`pyannote-metrics`)
- **Tags**: `pypi`

## Description

# 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},
}
```

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `4.0.0` | 2026-04-21 | Low | Imported from PyPI (4.0.0) |

## Citation

- HTML: https://www.freshcrate.ai/projects/pyannote-metrics
- Markdown: https://www.freshcrate.ai/projects/pyannote-metrics.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/pyannote-metrics/deps

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