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JoshVarty / AudioTagging

Working on: https://www.kaggle.com/c/freesound-audio-tagging-2019
MIT License
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Augmentation #10

Open JoshVarty opened 5 years ago

JoshVarty commented 5 years ago
JoshVarty commented 5 years ago

Consider: https://forums.fast.ai/t/tfmsmanager-tune-your-transforms/43741/

JoshVarty commented 5 years ago

Repeat sounds too? Prevent learning based on whether or not a clip is short.

JoshVarty commented 5 years ago

If we don't repeat, we run the risk of getting crops like this for short sounds:

image

JoshVarty commented 5 years ago

Consider using: https://towardsdatascience.com/audio-classification-using-fastai-and-on-the-fly-frequency-transforms-4dbe1b540f89