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eess.AS2026
Advancing automatic speech recognition using feature fusion with self-supervised learning features: A case study on Fearless Steps Apollo corpus
Szu-Jui Chen, John H. L. Hansen
Using self-supervised learning (SSL) models has significantly improved performance for downstream speech tasks, surpassing the capabilities of traditional hand-crafted features. Th…
eess.AS2023
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition
Shahram Ghorbani, John H. L. Hansen
Accurately classifying accents and assessing accentedness in non-native speakers are both challenging tasks due to the complexity and diversity of accent and dialect variations. In…
eess.AS2022★ 1 cited
Fearless Steps Challenge Phase-1 Evaluation Plan
Aditya Joglekar, John H. L. Hansen
The Fearless Steps Challenge 2019 Phase-1 (FSC-P1) is the inaugural Challenge of the Fearless Steps Initiative hosted by the Center for Robust Speech Systems (CRSS) at the Universi…