aiBACKGROUND

Audio Sentiment Analysis via Distillation and Cross-Modal Integration of Generat

BACKGROUND

1 SIGNALFIRST DETECTED 9 July 2026

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How the story developed

9 Jul

Audio Sentiment Analysis via Distillation and Cross-Modal Integration of Generated Multilingual Transcripts

REPORT · HOW · ArXiv CS.AI

Other feeds and industry voices

9 Sept

MVFA: A Multi-View Text-Guided Multimodal Fusion LLM Adapter for Sentiment Analysis and Emotion Recognition

arXiv:2609.06188v1 Announce Type: new Abstract: Multimodal sentiment analysis and emotion recognition in conversations demand effective modeling of heterogeneous interactions

REPORT · WHAT · ArXiv CS.AIOPEN STORY

2 Apr

MSA-Thinker: Discrimination-Calibration Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis

arXiv:2604.00013v1 Announce Type: cross Abstract: Multimodal sentiment analysis aims to understand human emotions by integrating textual, auditory, and visual modalities. Although

REPORT · HOW · ArXiv CS.AIOPEN STORY

20 Mar

AlignMamba-2: Enhancing Multimodal Fusion and Sentiment Analysis with Modality-Aware Mamba

arXiv:2603.18462v1 Announce Type: new Abstract: In the era of large-scale pre-trained models, effectively adapting general knowledge to specific affective computing tasks remains

REPORT · WHAT · ArXiv CS.AIOPEN STORY

27 Mar

X-OPD: Cross-Modal On-Policy Distillation for Capability Alignment in Speech LLMs

arXiv:2603.24596v1 Announce Type: cross Abstract: While the shift from cascaded dialogue systems to end-to-end (E2E) speech Large Language Models (LLMs) improves latency and

REPORT · WHAT · ArXiv CS.AIOPEN STORY

Sources

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