This paper conducts a comprehensive layer-wise analysis of self-supervised learning (SSL)
models for audio deepfake detection across diverse contexts, including multilingual datasets …

Transformers and their variants have achieved great success in speech processing.
However, their multi-head self-attention mechanism is computationally expensive …