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Crowdsourced Multilingual Speech Intelligibility Testing

Laura Lechler, Kamil Wójcicki

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Abstract

With the advent of generative audio features, there is an increasing need for rapid evaluation of their impact on speech intelligibility. Beyond the existing laboratory measures, which are expensive and do not scale well, there has been comparatively little work on crowdsourced assessment of intelligibility. Standards and recommendations are yet to be defined, and publicly available multilingual test materials are lacking. In response to this challenge, we propose an approach for a crowdsourced intelligibility assessment. We detail the test design, the collection and public release of the multilingual speech data, and the results of our early experiments.

Topics & Concepts

Intelligibility (philosophy)Computer scienceCrowdsourcingGenerative grammarNatural language processingSpeech recognitionArtificial intelligenceWorld Wide WebPhilosophyEpistemologySpeech and Audio ProcessingHearing Loss and RehabilitationUltrasonics and Acoustic Wave Propagation
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