
# 🎹 Overlapped speech detection

Relies on pyannote.audio 2.1: see [installation instructions](https://github.com/pyannote/pyannote-audio#installation).

```python
# 1. visit hf.co/pyannote/segmentation and accept user conditions
# 2. visit hf.co/settings/tokens to create an access token
# 3. instantiate pretrained overlapped speech detection pipeline
from pyannote.audio import Pipeline
pipeline = Pipeline.from_pretrained("pyannote/overlapped-speech-detection",
                                    use_auth_token="ACCESS_TOKEN_GOES_HERE")
output = pipeline("audio.wav")

for speech in output.get_timeline().support():
    # two or more speakers are active between speech.start and speech.end
    ...
```

## Support

For commercial enquiries and scientific consulting, please contact [me](mailto:herve@niderb.fr).  
For [technical questions](https://github.com/pyannote/pyannote-audio/discussions) and [bug reports](https://github.com/pyannote/pyannote-audio/issues), please check [pyannote.audio](https://github.com/pyannote/pyannote-audio) Github repository.


## Citation

```bibtex
@inproceedings{Bredin2021,
  Title = {{End-to-end speaker segmentation for overlap-aware resegmentation}},
  Author = {{Bredin}, Herv{\'e} and {Laurent}, Antoine},
  Booktitle = {Proc. Interspeech 2021},
  Address = {Brno, Czech Republic},
  Month = {August},
  Year = {2021},
}
```

```bibtex
@inproceedings{Bredin2020,
  Title = {{pyannote.audio: neural building blocks for speaker diarization}},
  Author = {{Bredin}, Herv{\'e} and {Yin}, Ruiqing and {Coria}, Juan Manuel and {Gelly}, Gregory and {Korshunov}, Pavel and {Lavechin}, Marvin and {Fustes}, Diego and {Titeux}, Hadrien and {Bouaziz}, Wassim and {Gill}, Marie-Philippe},
  Booktitle = {ICASSP 2020, IEEE International Conference on Acoustics, Speech, and Signal Processing},
  Address = {Barcelona, Spain},
  Month = {May},
  Year = {2020},
}
```

{"license": "mit", "tags": ["pyannote", "pyannote-audio", "pyannote-audio-pipeline", "audio", "voice", "speech", "speaker", "overlapped-speech-detection", "automatic-speech-recognition"], "datasets": ["ami", "dihard", "voxconverse"], "extra_gated_prompt": "The collected information will help acquire a better knowledge of pyannote.audio userbase and help its maintainers apply for grants to improve it further. If you are an academic researcher, please cite the relevant papers in your own publications using the model. If you work for a company, please consider contributing back to pyannote.audio development (e.g. through unrestricted gifts). We also provide scientific consulting services around speaker diarization and machine listening.", "extra_gated_fields": {"Company/university": "text", "Website": "text", "I plan to use this model for (task, type of audio data, etc)": "text"}}
pyannote-audio pyannote pyannote-audio-pipeline audio voice speech speaker overlapped-speech-detection automatic-speech-recognition dataset:ami dataset:dihard dataset:voxconverse license:mit has_space region:us
TAGS
#pyannote-audio #pyannote #pyannote-audio-pipeline #audio #voice #speech #speaker #overlapped-speech-detection #automatic-speech-recognition #dataset-ami #dataset-dihard #dataset-voxconverse #license-mit #has_space #region-us 


#  Overlapped speech detection

Relies on URL 2.1: see installation instructions.



## Support

For commercial enquiries and scientific consulting, please contact me.  
For technical questions and bug reports, please check URL Github repository.



#  Overlapped speech detection

Relies on URL 2.1: see installation instructions. ## Support

For commercial enquiries and scientific consulting, please contact me.  
For technical questions and bug reports, please check URL Github repository.
TAGS
#pyannote-audio #pyannote #pyannote-audio-pipeline #audio #voice #speech #speaker #overlapped-speech-detection #automatic-speech-recognition #dataset-ami #dataset-dihard #dataset-voxconverse #license-mit #has_space #region-us 
 #  Overlapped speech detection

Relies on URL 2.1: see installation instructions. ## Support

For commercial enquiries and scientific consulting, please contact me.  
For technical questions and bug reports, please check URL Github repository.
passage: TAGS
#pyannote-audio #pyannote #pyannote-audio-pipeline #audio #voice #speech #speaker #overlapped-speech-detection #automatic-speech-recognition #dataset-ami #dataset-dihard #dataset-voxconverse #license-mit #has_space #region-us 
#  Overlapped speech detection

Relies on URL 2.1: see installation instructions.## Support

For commercial enquiries and scientific consulting, please contact me.  
For technical questions and bug reports, please check URL Github repository.