Spatial Audio Empowered Smart speakers with Xblock - A Pose-Adaptive Crosstalk Cancellation Algorithm for Free-moving Users

Frank Liu, Anish Narsipur, Andrew Kemeklis, Lucy Song, Robert Likamwa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Smart IoT Speakers, while connected over a network, currently only produce sounds that come directly from the individual devices. We envision a future where smart speakers collaboratively produce a fabric of spatial audio, capable of perceptually placing sound in a range of locations in physical space. This could provide audio cues in homes, offices and public spaces that are flexibly linked to various positions. The perception of spatialized audio relies on binaural cues, especially the time difference and the level difference of incident sound at a user's left and right ears. Traditional stereo speakers cannot create the spatialization perception for a user when playing binaural audio due to auditory crosstalk, as each ear hears a combination of both speaker outputs. We present Xblock, a novel time-domain pose-adaptive crosstalk cancellation technique that creates a spatial audio perception over a pair of speakers using knowledge of the user's head pose and speaker positions. We build a prototype smart speaker IoT system empowered by Xblock, explore the effectiveness of Xblock through signal analysis, and discuss future perceptual user studies and future work.

Original languageEnglish (US)
Title of host publicationProceedings of 2023 Cyber-Physical Systems and Internet-of-Things Week, CPS-IoT Week 2023 - Workshops
PublisherAssociation for Computing Machinery
Pages285-291
Number of pages7
ISBN (Electronic)9798400700491
DOIs
StatePublished - May 9 2023
Event2023 Cyber-Physical Systems and Internet-of-Things Week, CPS-IoT Week 2023 - San Antonio, United States
Duration: May 9 2023May 12 2023

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2023 Cyber-Physical Systems and Internet-of-Things Week, CPS-IoT Week 2023
Country/TerritoryUnited States
CitySan Antonio
Period5/9/235/12/23

Keywords

  • algorithm
  • crosstalk cancellation
  • internet of things
  • spatial audio

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Software

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