QR-Code

Hierarchical cross-modal attention and dual audio pathways for enhanced multimodal sentiment analysis

Abstract This paper presents a new architecture for multimodal sentiment analysis exploiting hierarchical cross-modal attention mechanisms, as well as two parallel lanes for audio analysis. Traditional sentiment analysis approaches are mainly based on text data, which can be inefficient as valuable...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: D. Vamsidhar, Parth Desai, Aniket K. Shahade, Shruti Patil, Priyanka V. Deshmukh
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2025-07-01
Schriftenreihe:Scientific Reports
Schlagworte:
Multimodal sentiment analysis
Cross modal attention
Dual audio pathway
Emotion recognition
BERT
Affective computing
Online-Zugang:https://doi.org/10.1038/s41598-025-09000-3
Tags: Tag hinzufügen
Keine Tags, Fügen Sie das erste Tag hinzu!

Ähnliche Einträge