A mobile Deep Sparse Wavelet autoencoder for Arabic acoustic unit modeling and recognition

A mobile Deep Sparse Wavelet autoencoder for Arabic acoustic unit modeling and recognition

In this manuscript, we introduce a novel methodology for modeling acoustic units within a mobile architecture, employing a synergistic combination of various motivating techniques, including deep learning, sparse coding, and wavelet networks. The core concept involves constructing a Deep Sparse Wave...

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Bibliographic Details
Main Authors: Sarah A. Alzakari, Salima Hassairi, Amel Ali Alhussan, Ridha Ejbali
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Heliyon
Subjects:
Acoustic units
Mobile architecture
Wavelet networks
Deep learning
Deep sparse wavelet networks
Mel-frequency cepstral coefficients
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024026148

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http://www.sciencedirect.com/science/article/pii/S2405844024026148

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