DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Degraded Audio Signals

Anurag Chowdhury
Anurag Chowdhury
Cited by: 0|Views5

Abstract:

Automatic speaker recognition algorithms typically use pre-defined filterbanks, such as Mel-Frequency and Gammatone filterbanks, for characterizing speech audio. The design of these filterbanks is based on domain-knowledge and limited empirical observations. The resultant features, therefore, may not generalize well to different types o...More

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