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Ziyue Qiu

2 accepted papers

2025

Metadata-Enhanced Speech Emotion Recognition: Augmented Residual Integration and Co-Attention in Two-Stage Fine-Tuning

ICASSP 2025accepted

Speech Emotion Recognition (SER) involves analyzing vocal expressions to determine the emotional state of speakers, where the comprehensive and thorough utilization of audio information is paramount. Therefore, we propose a novel approach on self-supervised learning (SSL) models that employs all ava…

Cited by 0SourceScholar
2025

Visual Entity-Centric Prompting for Knowledge Retrieval in Knowledge-based VQA

ICASSP 2025accepted

External knowledge provides critical clues for knowledge-based visual question answering (KB-VQA), while the implicit knowledge in images is difficult to capture in order to construct effective queries for knowledge bases. To this end, we propose a visual entity-centric prompting for knowledge retri…

Cited by 0SourceScholar