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Original Research
21-Oct-2026
Ahead of Print  Subscription Original Research Published on :- 21-Oct-2026

Reliability-Aware Multimodal Sentiment Analysis Using Speech, Visual and Textual Signals: A CMU-MOSEI Benchmark Re-analysis

By
Purva Chandan Khatavkar, Geetika Narang,

Abstract: Multimodal sentiment analysis integrates linguistic, acoustic, and visual cues, but reported gains often assume that every modality is present and equally reliable. This study develops a reliability-aware multimodal sentiment-analysis framework and …


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