pyannote/speaker-diarization-precision

Precision speaker diarization

This pipeline runs Precision speaker diarization on pyannoteAI cloud. Read the announcement blog post.

This pipeline is a stripped down version of pyannoteAI SDK that provides much more features:

• —speaker diarization optimized for speech-to-text
• —speaker voiceprinting and identification
• —confidence scores
• —and more...

A self-hosted version of Precision is also available for enterprise customers.

Setup

1. 1.pip install pyannote.audio
2. 2.Create an API key on `pyannoteAI` dashboard (free credits included)

Usage

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

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

# enjoy state-of-the-art speaker diarization
for turn, speaker in output.speaker_diarization:
    print(f"start={turn.start:.1f}s stop={turn.end:.1f}s speaker_{speaker}")