2 papers
cs.LG2026
Synthetic Speech, Real Signal: Paralinguistic Preservation and Cross-Lingual Augmentation via Voice Cloning
Roseline Polle, Owen Parsons, George Fairs +5
Synthetic data augmentation in speech is common practice for linguistic tasks like ASR, but has seen far less work for paralinguistic ones, especially clinical tasks where labelled…
cs.LG2025
Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models
Roseline Polle, Agnes Norbury, Alexandra Livia Georgescu +2
Speaker-dependent modelling can substantially improve performance in speech-based health monitoring applications. While mixed-effect models are commonly used for such speaker adapt…