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Acoustic Cues in the Disambiguation of Polysemous Strings

Acoustic Cues in the Disambiguation of Polysemous Strings

Hardcover

Series: Synthesis Lectures on Speech and Audio Processing

LinguisticsTechnology & EngineeringGeneral Computers

ISBN10: 3031466799
ISBN13: 9783031466793
Publisher: Springer
Published: Jan 5 2024
Pages: 99
Weight: 0.90
Height: 0.47 Width: 6.69 Depth: 9.61
Language: English

This book provides an analysis of acoustic features of polysemous strings and an implementation of a speech disambiguation program based on the phonetic information. Throughout the book, the term 'polysemous string' refers to idioms with plausible literal interpretations, restrictive and non-restrictive relative clauses, and the same expressions used as quotations and appearing in a non-quotational context. The author explains how, typically, context is sufficient to determine the intended meaning. But there is enough evidence in psycholinguistic and phonetic literature to suspect that these superficially identical strings exhibit different acoustic features. In the experiment presented in the book, the participants were asked to read short excerpts containing corresponding elements of polysemous strings placed in the same intonational position. The acoustic analyses of ditropic pairs and subsequent statistical tests revealed that there is almost no difference in the duration, pitch, or intensity in literal and figurative interpretations. However, the analysis of relative clauses and quotations demonstrated that speakers are more likely to use acoustic cues to differentiate between the two possible readings. The book argues that the acoustic analysis of polysemous phrases could be successfully implemented in designing automatic speech recognition systems in order to improve their performance in disambiguating polysemous phrases.

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Technology & Engineering