Noise Detector Suggestion

[cemox35]

Hello there,

It might be irrelevant but I want to do the Noise Detection Model in Asteroid or Pytorch Lightning that integrates with any model in Predefined Models (Conv-TasNet) in Asteroid. Any suggestion for this? Do I have to do it with the deep learning model? Thank you for all your answers.

[mpariente]

What exactly are you trying to do? What's your starting point?

[cemox35]

I just want to detect the noise (any type), just noise. If the sound is noisy, this model returns 1, if not, returns 0. It will be used in a real-time application (like that: https://www.youtube.com/watch?v=QL4HY_e21v0). I am not interested in voice, just detect like that noises.

[mpariente]

You should probably train the equivalent of a VAD model, but for noise.

[cemox35]

Do you have any suggestions for a VAD model?

[popcornell]

pyannote https://github.com/pyannote/pyannote-audio has some very good pretrained VAD models

[mpariente]

Yes, pyannote is great, and we also have one here.