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Analysis of Deep Feature Loss Based Enhancement for Speaker Verification

Analysis of Deep Feature Loss Based Enhancement for Speaker Verification

Data augmentation is conventionally used to inject robustness in Speaker Verification systems.Several recently organized challenges focused on handling novel acoustic environments.Deep learning based speech enhancement is a modern solution for this.Recently, a study proposed to optimize the enhancement network in the activation space of a pre-trained auxiliary network.This methodology, called …