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doc: add progress hooks in README.md example #1826

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doc: add progress hooks in README.md example #1826

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5 changes: 4 additions & 1 deletion README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,8 @@ Consider switching to [pyannoteAI](https://www.pyannote.ai) for better and faste

```python
from pyannote.audio import Pipeline
from pyannote.audio.pipelines.utils.hook import Hooks, ProgressHook, TimingHook

pipeline = Pipeline.from_pretrained(
"pyannote/speaker-diarization-3.1",
use_auth_token="HUGGINGFACE_ACCESS_TOKEN_GOES_HERE")
Expand All @@ -27,7 +29,8 @@ import torch
pipeline.to(torch.device("cuda"))

# apply pretrained pipeline
diarization = pipeline("audio.wav")
with Hooks(ProgressHook(), TimingHook()) as hook:
diarization = pipeline("audio.wav", hook=hook)

# print the result
for turn, _, speaker in diarization.itertracks(yield_label=True):
Expand Down