cross-lingual 1large language models 1multimodal learning 1prosody 1sarcasm detection 1zero-shot calibration 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.SD2026
CHARM: Charge Calibration and Acoustic Rescue for LLM-based Multimodal Sarcasm Detection
Qiyang Sun, Yi Chang, Yupei Li +3
The paper introduces CHARM, a training-free framework that calibrates large language model predictions and fuses prosodic acoustic cues to improve zero-shot multimodal sarcasm dete…
cs.SD2026
SIGMA: Saliency-Guided Sparse Mask Attacks for Speech Emotion Recognition
Qiyang Sun, Yi Chang, Zixing Zhang +1
Speech conveys rich emotional information. As Speech Emotion Recognition (SER) is usually deployed in privacy-sensitive and reliability-critical environments, adversarial attacks o…
cs.SD2025
Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
Yi Chang, Zhao Ren, Zhonghao Zhao +4
Speech emotion recognition (SER) plays a crucial role in human-computer interaction. The emergence of edge devices in the Internet of Things (IoT) presents challenges in constructi…