pyannote / voice-activity-detection

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automatic-speech-recognition

Introduction of voice-activity-detection

Model Details of voice-activity-detection

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🎹 Voice activity detection

Relies on pyannote.audio 2.1: see installation instructions .

# 1. visit hf.co/pyannote/segmentation and accept user conditions
# 2. visit hf.co/settings/tokens to create an access token
# 3. instantiate pretrained voice activity detection pipeline

from pyannote.audio import Pipeline
pipeline = Pipeline.from_pretrained("pyannote/voice-activity-detection",
                                    use_auth_token="ACCESS_TOKEN_GOES_HERE")
output = pipeline("audio.wav")

for speech in output.get_timeline().support():
    # active speech between speech.start and speech.end
    ...
Citation
@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},
}
@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},
}

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More Information About voice-activity-detection huggingface.co Model

More voice-activity-detection license Visit here:

https://choosealicense.com/licenses/mit

voice-activity-detection huggingface.co

voice-activity-detection huggingface.co is an AI model on huggingface.co that provides voice-activity-detection's model effect (), which can be used instantly with this pyannote voice-activity-detection model. huggingface.co supports a free trial of the voice-activity-detection model, and also provides paid use of the voice-activity-detection. Support call voice-activity-detection model through api, including Node.js, Python, http.

voice-activity-detection huggingface.co Url

https://huggingface.co/pyannote/voice-activity-detection

pyannote voice-activity-detection online free

voice-activity-detection huggingface.co is an online trial and call api platform, which integrates voice-activity-detection's modeling effects, including api services, and provides a free online trial of voice-activity-detection, you can try voice-activity-detection online for free by clicking the link below.

pyannote voice-activity-detection online free url in huggingface.co:

https://huggingface.co/pyannote/voice-activity-detection

voice-activity-detection install

voice-activity-detection is an open source model from GitHub that offers a free installation service, and any user can find voice-activity-detection on GitHub to install. At the same time, huggingface.co provides the effect of voice-activity-detection install, users can directly use voice-activity-detection installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

voice-activity-detection install url in huggingface.co:

https://huggingface.co/pyannote/voice-activity-detection

Url of voice-activity-detection

voice-activity-detection huggingface.co Url

Provider of voice-activity-detection huggingface.co

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