Ali N. Salman — accepted AI-conference papers

2025

Mouth Articulation-Based Anchoring for Improved Cross-Corpus Speech Emotion Recognition

Shreya G. Upadhyay, Ali N. Salman, Carlos Busso, Chi-Chun Lee

ICASSP 2025accepted

Cross-corpus speech emotion recognition (SER) plays a vital role in numerous practical applications. Traditional approaches to cross-corpus emotion transfer often concentrate on adapting acoustic features to align with different corpora, domains, or labels. However, acoustic features are inherently…

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2025

Noise-Robust Speech Emotion Recognition Using Shared Self-Supervised Representations with Integrated Speech Enhancement

Jing-Tong Tzeng, Seong-Gyun Leem, Ali N. Salman, Chi-Chun Lee, Carlos Busso

ICASSP 2025accepted

Recent studies have demonstrated the effectiveness of fine-tuning self-supervised speech representation models for speech emotion recognition (SER). However, applying SER in real-world environments remains challenging due to pervasive noise. Relying on low-accuracy predictions due to noisy speech ca…

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