This article presents a preliminary evaluation of a novel language independent Speech-in-Noise test for adult screening in terms of Speech Reception Threshold (SRT) estimates and prediction of hearing sensitivity. The test is based on multiple-choice recognition of meaningless Vowel-Consonant-Vowel words and was administered to 26 normal hearing young adults and 58 unscreened adults who also underwent pure-tone audiometry. Re-ceiver operating characteristics were built using the World Health Organization criteria for "slight/mild" and "moderate" hearing loss as gold standards and SRTs as test outcome. Both curves showed very good test performance in predicting success/failure in pure-tone audiometry (area under the curve: 0.79 for "slight/mild" and 0.83 for "moderate" hearing loss). A complete generalized line-ar model including SRT, age, and their interaction showed that the SRT and the interaction between SRT and age were significant predictors of pure-tone audi-ometry outcomes, whereas age alone was not a significant predictor of the degree of hearing loss. Moreover, preliminary results from test-retest data showed that the test was reliable in repeated measures (Spearman's rank-order correlation co-efficient = 0.72; Cohen's kappa = 0.83 for "slight/mild" and 0.64 for "moderate" hearing loss). Further research is needed to fully assess test performance in a larger sample of participants, also including subjects with higher degrees of hear-ing loss (e.g. "severe" and "profound").

Preliminary evaluation of a novel language independent speech-in-noise test for adult hearing screening

Zanet M;Paglialonga A;
2021

Abstract

This article presents a preliminary evaluation of a novel language independent Speech-in-Noise test for adult screening in terms of Speech Reception Threshold (SRT) estimates and prediction of hearing sensitivity. The test is based on multiple-choice recognition of meaningless Vowel-Consonant-Vowel words and was administered to 26 normal hearing young adults and 58 unscreened adults who also underwent pure-tone audiometry. Re-ceiver operating characteristics were built using the World Health Organization criteria for "slight/mild" and "moderate" hearing loss as gold standards and SRTs as test outcome. Both curves showed very good test performance in predicting success/failure in pure-tone audiometry (area under the curve: 0.79 for "slight/mild" and 0.83 for "moderate" hearing loss). A complete generalized line-ar model including SRT, age, and their interaction showed that the SRT and the interaction between SRT and age were significant predictors of pure-tone audi-ometry outcomes, whereas age alone was not a significant predictor of the degree of hearing loss. Moreover, preliminary results from test-retest data showed that the test was reliable in repeated measures (Spearman's rank-order correlation co-efficient = 0.72; Cohen's kappa = 0.83 for "slight/mild" and 0.64 for "moderate" hearing loss). Further research is needed to fully assess test performance in a larger sample of participants, also including subjects with higher degrees of hear-ing loss (e.g. "severe" and "profound").
2021
Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT
hearing
screening
speech recognition
classification
GLM
mobile apps
hearing screening
hearing loss
elderly
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/379964
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