I. INTRODUCTION
The advancement of humanoid robots is a pivotal area of interest and opportunity in research. Several research studies have concentrated on the development of the structure of the humanoids or on the optimization of actuation technologies [1]. However, a noteworthy advancement in this domain is the development of expressive robotics, which significantly enhances robots’ interactive capabilities by augmenting their physical realism and engagement potential. This increased expressiveness not only enhances the overall user experience but also paves the way for applications in diverse sectors such as healthcare [2], education, customer service [3], and companionship.