The effect of talker distribution on speech perception with beamformers in virtual audio-visual environments

Laurine Dargaud, Quirin Mühlberger, Sebastian Zeest Rydahl, Sven Gustav Thiesen, Axel Ahrens*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Abstract

Beamformers have the potential to greatly improve speech intelligibility for hearing aid users. However, most studies investigate beamformers in scenarios with source locations that are ideal for a beamformer and with static listeners. Here, we present a study that investigates the effect of beamformers in two reverberation conditions and with varying number of talkers, positioned either closely or widely spaced. Target locations were varied in the frontal hemisphere and participants could move their head freely. Audio-visual scenes were reproduced using a 64-channel loudspeaker array and virtual reality glasses. The listeners' task was to find a story in a mixture of other stories and correct identification and response time were used as outcome measures. The results show improved speech perception with beamformers in comparison to not using a beamformer. The beamformers' performance was found to be dependent on the distribution of the sources. Larger improvements of speech perception due to the beamformer were found when the reverberation time was higher. These findings demonstrate the potential of beamformers to improve speech perception in environments that are more like real-world scenes in comparison to previous studies.

Original languageEnglish
Title of host publicationProceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 2023
PublisherEuropean Acoustics Association, EAA
Publication date2023
Pages1795-1798
ISBN (Electronic)978-88-88942-67-4
DOIs
Publication statusPublished - 2023
Event10th Convention of the European Acoustics Association - Politecnico di Torino, Torino, Italy
Duration: 11 Sept 202315 Sept 2023
https://www.fa2023.org/

Conference

Conference10th Convention of the European Acoustics Association
LocationPolitecnico di Torino
Country/TerritoryItaly
CityTorino
Period11/09/202315/09/2023
Internet address
SeriesProceedings of Forum Acusticum
ISSN2221-3767

Keywords

  • Beamformer
  • Scene Analysis
  • Speech
  • Virtual Audio
  • Virtual Reality

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