Application of the Method on Signal Data

hendrycks / ss-ood

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

MIT License

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Application of the Method on Signal Data #23

Closed muskahya closed 3 years ago

muskahya commented 3 years ago

Hi, I want to detect the ood samples while performing one class classification. However my data is not consisting of images but signals like sound. Could this method be applicable to my scenario? Or do you have any suggestion regarding my scenario? Since I am not sure how I can rotate the signals. Thanks in advance

hendrycks commented 3 years ago

You might it useful to use more recent self-supervised techniques https://github.com/alinlab/CSI If you search "self-supervised learning speech" that might help.