3 papers
cs.CL2023
Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition
Xiaoliang Wu, Peter Bell, Ajitha Rajan
Explainable AI (XAI) techniques have been widely used to help explain and understand the output of deep learning models in fields such as image classification and Natural Language…
eess.AS2023
Transfer Learning for Personality Perception via Speech Emotion Recognition
Yuanchao Li, Peter Bell, Catherine Lai
Holistic perception of affective attributes is an important human perceptual ability. However, this ability is far from being realized in current affective computing, as not all of…
eess.AS2023
ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition
Yuanchao Li, Zeyu Zhao, Ondrej Klejch +2
In Speech Emotion Recognition (SER), textual data is often used alongside audio signals to address their inherent variability. However, the reliance on human annotated text in most…