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An interesting thing in most audio classification machine learning, you train good ol image recognition on spectrograms.
by ncrmro 6y ago
An interesting thing in most audio classification machine learning, you train good ol image recognition on spectrograms.
- tandav 6y agoAnd thats weird, but there exists several papers which uses 1D - convolutions on raw audio
- ncrmro 6y agoAh I did say most, I also started investigating LSTM which I think might also offer some advances. But I found that learning about the types of models and how to actually train them to be the hardest part of this area.
- ben_w 6y agoThis implies it would be possible for deaf people to learn to hear by sight with an app on a Google Glass.
- ncrmro 6y agoI was speaking to a profesional sound engineer who was recording my friends band and he says he can in fact tell what a lot of things are based on the spectrogram in the DAW
- _Microft 6y agoAmazing, this sounds like watching the Matrix in its code form ;) https://youtu.be/MvEXkd3O2ow?t=39 https://youtu.be/MvEXkd3O2ow?t=39