A Novel Convolutional Neural Network Model for Automatic Speaker Identification From Speech Signals

A Novel Convolutional Neural Network Model for Automatic Speaker Identification From Speech Signals

Since voice communication is the most frequent form of human communication, it is necessary to identify each speaker in a discussion. The development of advanced computer processing units, deep learning techniques and publicly available datasets prompt the need for proposing novel automated speaker...

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Bibliographic Details
Main Authors: J. Arun Pandian, Ramkumar Thirunavukarasu, Evans Kotei
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Audio signal classification
audio data augmentation
convolutional neural network
speaker identification
spectrogram signals
white Gaussian noise
Online Access:https://ieeexplore.ieee.org/document/10494311/

Internet

https://ieeexplore.ieee.org/document/10494311/

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