Humans possess an extraordinary ability to selectively focus on the sound source of interest
amidst complex acoustic environments, commonly referred to as cocktail party scenarios. In
an attempt to replicate this remarkable auditory attention capability in machines, target
speaker extraction (TSE) models have been developed. These models leverage the pre-
registered cues of the target speaker to extract the sound source of interest. However, the
effectiveness of these models is hindered in real-world scenarios due to the potential …

Humans possess an extraordinary ability to selectively focus on the sound source of interest
amidst complex acoustic environments, commonly referred to as cocktail party scenarios. In
an attempt to replicate this remarkable auditory attention capability in machines, target
speaker extraction (TSE) models have been developed. However, the effectiveness of these
models is hindered in real-world scenarios due to the potential variation or even absence of
pre-registered cues. To address this limitation, this study investigates the integration of …