pyannote / overlapped-speech-detection

huggingface.co
Total runs: 30.7K
24-hour runs: 0
7-day runs: 723
30-day runs: -3.8K
Model's Last Updated: 5월 10 2024
automatic-speech-recognition

Introduction of overlapped-speech-detection

Model Details of overlapped-speech-detection

Using this open-source model in production?
Consider switching to pyannoteAI for better and faster options.

🎹 Overlapped speech 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 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 .
For technical questions and bug reports , please check pyannote.audio Github repository.

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},
}

Runs of pyannote overlapped-speech-detection on huggingface.co

30.7K
Total runs
0
24-hour runs
652
3-day runs
723
7-day runs
-3.8K
30-day runs

More Information About overlapped-speech-detection huggingface.co Model

More overlapped-speech-detection license Visit here:

https://choosealicense.com/licenses/mit

overlapped-speech-detection huggingface.co

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

overlapped-speech-detection huggingface.co Url

https://huggingface.co/pyannote/overlapped-speech-detection

pyannote overlapped-speech-detection online free

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

pyannote overlapped-speech-detection online free url in huggingface.co:

https://huggingface.co/pyannote/overlapped-speech-detection

overlapped-speech-detection install

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

overlapped-speech-detection install url in huggingface.co:

https://huggingface.co/pyannote/overlapped-speech-detection

Url of overlapped-speech-detection

overlapped-speech-detection huggingface.co Url

Provider of overlapped-speech-detection huggingface.co

pyannote
ORGANIZATIONS

Other API from pyannote

huggingface.co

Total runs: 315.2K
Run Growth: -55.3K
Growth Rate: -17.63%
Updated: 5월 10 2024
huggingface.co

Total runs: 100.8K
Run Growth: 86.7K
Growth Rate: 85.75%
Updated: 11월 15 2022