Fast speaker adaptation using extended diagonal linear transformation for deep neural networks

This paper explores new techniques that are based on a hidden‐layer linear transformation for fast speaker adaptation used in deep neural networks (DNNs). Conventional methods using affine transformations are ineffective because they require a relatively large number of parameters to perform. Meanwh...

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Bibliographic Details
Main Authors: Donghyun Kim, Sanghun Kim
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2018-11-01
Series:ETRI Journal
Subjects:
Online Access:https://doi.org/10.4218/etrij.2017-0087