Sound masking by a low-pitch speech-shaped noise improves a social robot's talk in noisy environments

Front Robot AI. 2024 Jan 9:10:1205209. doi: 10.3389/frobt.2023.1205209. eCollection 2023.

Abstract

Introduction: There has been a surge in the use of social robots for providing information, persuasion, and entertainment in noisy public spaces in recent years. Considering the well-documented negative effect of noise on human cognition, masking sounds have been introduced. Masking sounds work, in principle, by making the intrusive background speeches less intelligible, and hence, less distracting. However, this reduced distraction comes with the cost of increasing annoyance and reduced cognitive performance in the users of masking sounds. Methods: In a previous study, it was shown that reducing the fundamental frequency of the speech-shaped noise as a masking sound significantly contributes to its being less annoying and more efficient. In this study, the effectiveness of the proposed masking sound was tested on the performance of subjects listening to a lecture given by a social robot in a noisy cocktail party environment. Results: The results indicate that the presence of the masking sound significantly increased speech comprehension, perceived understandability, acoustic satisfaction, and sound privacy of the individuals listening to the robot in an adverse listening condition. Discussion: To the knowledge of the authors, no previous work has investigated the application of sound masking technology in human-robot interaction designs. The future directions of this trend are discussed.

Keywords: acoustic satisfaction; human-robot interaction; low-frequency dominance; noisy social spaces; sound masking; speech-shaped noise; user experience.

Grants and funding

The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was partially supported by JST Moonshot R&D Grant Number JPMJPS2011 (development), and JSPS KAKENHI Grant Number JP20H00101 (experiment).