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Data imbalance problem for Voice Activity Detection output block #215

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bisnu16cse039 opened this issue May 22, 2023 · 0 comments
Open

Data imbalance problem for Voice Activity Detection output block #215

bisnu16cse039 opened this issue May 22, 2023 · 0 comments

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@bisnu16cse039
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As the dataset will contain rare amount of data containing only noise data after creating noisy and clean, Voice Activity Block should suffer from class imbalance problem. When I am training with new dataset, I am suffering weird changes in VAD msse loss and validation msse loss.And I am suspecting class imbalance problem for such issue. How to deal with such cases?
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