Analyzing Noise Robustness of Cochleogram and Mel Spectrogram Features in Deep Learning Based Speaker Recognition

Analyzing Noise Robustness of Cochleogram and Mel Spectrogram Features in Deep Learning Based Speaker Recognition

The performance of speaker recognition systems is very well on the datasets without noise and mismatch. However, the performance gets degraded with the environmental noises, channel variation, physical and behavioral changes in speaker. The types of Speaker related feature play crucial role in impro...

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Bibliographic Details
Main Authors: Wondimu Lambamo, Ramasamy Srinivasagan, Worku Jifara
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
speaker identification
speaker verification
Mel Spectrogram
Cochleogram
2DCNN
ResNet-50
Online Access:https://www.mdpi.com/2076-3417/13/1/569

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https://www.mdpi.com/2076-3417/13/1/569

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