Noise invariant frame selection: a simple method to address the background noise problem for text-independent speaker verification

The performance of speaker-related systems usually degrades heavily in practical applications largely due to the background noise. To improve the robustness of such systems in unknown noisy environments, this paper proposes a simple pre-processing method called Noise Invariant Frame Selection (NIFS)...

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Bibliographic Details
Main Authors: Song, Siyang, Shuimei, Zhang, Schuller, Björn, Shen, Linlin, Valstar, Michel F.
Format: Conference or Workshop Item
Language:English
Published: 2018
Online Access:http://eprints.nottingham.ac.uk/51473/
http://eprints.nottingham.ac.uk/51473/1/noise-invariant-frame.pdf