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Overfitting of noise and RIRs ? #4

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popcornell opened this issue Feb 11, 2025 · 0 comments
Open

Overfitting of noise and RIRs ? #4

popcornell opened this issue Feb 11, 2025 · 0 comments

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@popcornell
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popcornell commented Feb 11, 2025 •
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By checking the data generation scripts it appears to me that the noise and RIRs are not splitted between train, validation and test.
I may be wrong though.
If this is the case this should be corrected.
EARS is a great work and it is very useful to the community but EARS-WHAM and EARS-reverberant right now should not be used IMO because of the potential overfitting of reverb and noises ?
Again, I could be wrong I am just looking at the scripts.
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@popcornell