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Elizabeth Richerson

2 accepted papers

2025

Domain-Specific Adaptation in Speech Emotion Recognition Using Emotional Distribution Alignment

ICASSP 2025accepted

This work addresses the challenge of building speech emotion recognition models that generalize effectively across different domains, particularly when only limited target domain data is available with or without emotional label information. Traditional models often struggle with cross-domain perfor…

Cited by 0SourceScholar
2024

Generalization of Self-Supervised Learning-Based Representations for Cross-Domain Speech Emotion Recognition

ICASSP 2024accepted

Self-supervised learning (SSL) from unlabelled speech data has revolutionized speech representation learning. Among them, wavLM, wav2vec2, HuBERT, and Data2vec have produced benchmark performances on automatic speech recognition. However, few studies have explored the generalization of SSL-based rep…

Cited by 0SourceScholar