HIERARCHICAL TRANSFORMER SPEECH DEPRESSION DETECTION MODEL RESEARCH BASED ON DYNAMIC WINDOW AND ATTENTION MERGE

Hierarchical transformer speech depression detection model research based on Dynamic window and Attention merge

Depression Detection of Speech is widely applied due to its ease of acquisition and imbuing with emotion.However, there exist challenges in effectively segmenting and integrating depressed speech segments.Multiple merges can also lead to blurred original information.These problems diminish the effectiveness of existing models.This article proposes

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Interstitial Lung Disease in Connective Tissue Disease: A Common Lesion With Heterogeneous Mechanisms and Treatment Considerations

Connective tissue disease (CTD) related interstitial lung disease (CTD-ILD) is Jeans one of the leading causes of morbidity and mortality of CTD.Clinically, CTD-ILD is highly heterogenous and involves rheumatic immunity and multiple manifestations of respiratory complications affecting the airways, vessels, lung parenchyma, pleura, and respiratory

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Experimental Investigation of the Hybrid Nanoparticles into the LiCl Liquid Desiccant as Nanofluid on the Efficiency of Absorption Dehumidification System

In this study, to increase the heat and mass transfer coefficients in the system, a combination of liquid desiccant read more such as lithium chloride (LiCl) and hybrid nanoparticles of multi-walled carbon nanotubes (CNT-MW) Aluminum Oxide (Al2O3) and silicon oxide (SiO2) has been used.Poly-Vinyl Pyrrolidone (PVP) surface activator or surfactant ha

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