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Authors: Dushyant Sharma ; Gaston Hilkhuysen ; Patrick A. Naylor ; Nikolay D. Gaubitch ; Mark Huckvale ; Mike Brookes
This paper presents the development of a compact vocabulary for describing the audible characteristics of degraded speech. An experiment was conducted with 51 English-speaking subjects who were tasked with assigning one of a list of given text descriptors to 220 degradation conditions. Exploratory data analysis using hierarchical clustering resulted in a compact vocabulary of 10 classes, which was further validated by a bootstrap cluster analysis.
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