A Deep Neural Network Model for Speaker Identification

A Deep Neural Network Model for Speaker Identification

Speaker identification is a classification task which aims to identify a subject from a given time-series sequential data. Since the speech signal is a continuous one-dimensional time series, most of the current research methods are based on convolutional neural network (CNN) or recurrent neural net...

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Bibliographic Details
Main Authors: Feng Ye, Jun Yang
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
speaker identification
speaker recognition
recurrent neural network
spectrogram
two-dimensional convolutional neural network
gated recurrent unit
Online Access:https://www.mdpi.com/2076-3417/11/8/3603

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https://www.mdpi.com/2076-3417/11/8/3603

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