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?
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?