Research on multi-branch residual connection spectrum image classification based on attention mechanism

Abstract The acoustic spectrogram arranges the frequencies in the sound along the frequency spread, and translates the spectral changes into the intensity, wavelength and frequency of the electrical signals. Currently, the extensive use of convolutional neural networks for spectral image classificat...

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Bibliographic Details
Main Authors: Zhong Xiaohui, Dong Sheng, Zhang Yiyi, Lu Wei, Jiang Lincen
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-11283-5
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