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Ha, that's amazing. I wonder what's a way to detect ADs just from audio. Maybe by volume?
by matthewfelgate 2y ago
Ha, that's amazing.
I wonder what's a way to detect ADs just from audio. Maybe by volume?
- naveen_k 2y agoThanks! For audio based detection, I would start with collecting a large corpus of normal shows vs ad segment audio dataset. I assume the amplitude (volume changes) and frequency distribution would be unique enough to distinguish between them. Train a model using their Mel Spectrogram and deploy on-device. Microphone -> ADC -> Preprocessing -> Spectrogram Generation -> Inference -> Mute/Unmute Would be an interesting project.
- matthewfelgate 2y agoI believe it's more than just an interesting project—it has the potential to be a commercial product.