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AVbook, a high-frame-rate corpus of narrative audiovisual speech for investigating multimodal speech perception.

Authors :
Varano, Enrico
Guilleminot, Pierre
Reichenbach, Tobias
Source :
Journal of the Acoustical Society of America. May2023, Vol. 153 Issue 5, p3130-3137. 8p.
Publication Year :
2023

Abstract

Seeing a speaker's face can help substantially with understanding their speech, particularly in challenging listening conditions. Research into the neurobiological mechanisms behind audiovisual integration has recently begun to employ continuous natural speech. However, these efforts are impeded by a lack of high-quality audiovisual recordings of a speaker narrating a longer text. Here, we seek to close this gap by developing AVbook, an audiovisual speech corpus designed for cognitive neuroscience studies and audiovisual speech recognition. The corpus consists of 3.6 h of audiovisual recordings of two speakers, one male and one female, each reading 59 passages from a narrative English text. The recordings were acquired at a high frame rate of 119.88 frames/s. The corpus includes phone-level alignment files and a set of multiple-choice questions to test attention to the different passages. We verified the efficacy of these questions in a pilot study. A short written summary is also provided for each recording. To enable audiovisual synchronization when presenting the stimuli, four videos of an electronic clapperboard were recorded with the corpus. The corpus is publicly available to support research into the neurobiology of audiovisual speech processing as well as the development of computer algorithms for audiovisual speech recognition. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00014966
Volume :
153
Issue :
5
Database :
Academic Search Index
Journal :
Journal of the Acoustical Society of America
Publication Type :
Academic Journal
Accession number :
164088027
Full Text :
https://doi.org/10.1121/10.0019460