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Mary A. Kohler

2 accepted papers

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
2023

Unsupervised Domain Adaptation for Preference Learning Based Speech Emotion Recognition

ICASSP 2023accepted

Retrieving speech samples that have specific expressive content has many applications. It is desirable to build a preference learning framework that ranks speech samples according to emotional attribute values that generalize well to new domains. A popular architecture for preference learning is the…

Cited by 0SourceScholar