---
tags:
  - pyannote
  - pyannote-audio
  - pyannote-audio-pipeline
  - audio
  - voice
  - speech
  - speaker
  - speaker-diarization
  - speaker-change-detection
  - voice-activity-detection
  - overlapped-speech-detection
---

# Hosted `Community-1` speaker diarization 

This pipeline runs [`Community-1`](https://hf.co/pyannote/speaker-diarization-community-1) speaker diarization on [pyannoteAI](https://www.pyannote.ai) cloud.  
Read the announcement [blog post](https://www.pyannote.ai/blog/community-1).

## Setup

1. `pip install pyannote.audio`
2. Create an API key on [`pyannoteAI` dashboard](https://dashboard.pyannote.ai) (free credits included)

## Usage

```python
# initialize speaker diarization pipeline
from pyannote.audio import Pipeline
pipeline = Pipeline.from_pretrained(
    'pyannote/speaker-diarization-community-1-cloud', 
    token="{pyannoteAI-api-key}")

# run speaker diarization on pyannoteAI cloud
output = pipeline("/path/to/audio.wav")

# print speaker diarization
for turn, speaker in output.speaker_diarization:
    print(f"start={turn.start:.1f}s stop={turn.end:.1f}s speaker_{speaker}")
```