Speaker Recognition using SincNet and X-Vector Fusion

5 Apr 2020Mayank TripathiDivyanshu SinghSeba Susan

In this paper, we propose an innovative approach to perform speaker recognition by fusing two recently introduced deep neural networks (DNNs) namely - SincNet and X-Vector. The idea behind using SincNet filters on the raw speech waveform is to extract more distinguishing frequency-related features in the initial convolution layers of the CNN architecture... (read more)

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