Comparison of the Automatic Speech Recognition System and the
Traditional Method for Evaluating Speech Intelligibility among Children
with Hearing Loss
Abstract
Objective The purpose of this investigation was to compare the efficacy
of an automatic speech recognition (ASR) system and traditional methods
for evaluating speech intelligibility in children with hearing loss.
Design Observational Research Outcome Setting Department of
Otolaryngology-Head and Neck Surgery, Shanghai Ninth People’s Hospital,
Shanghai Jiao Tong University School of Medicine, China Participants
Ninety- four children aged 30 to 180 months with hearing loss who used
hearing aids or cochlear implants prior to the examination and children
with hearing loss who had congenital microtia. Main outcome measures
Speech intelligibility evaluation,include the speech intelligibility
score of traditional evaluation and automatic speech recognition system.
Results For the speech intelligibility evaluation in the 94 children,
the ASR system yielded speech intelligibility scores ranging from 0 to
100 (mean 64.3±31.1), and the traditional method yielded speech
intelligibility scores ranging from 0 to 100 (mean 81.5±24.4. The
correlation between the results of the traditional method and those of
the ASR system was 0.895 (p <0.001). Conclusion Speech
intelligibility evaluation for children with hearing loss in the clinic
can be performed using the ASR system. This method can increase the
precision, objectivity, and efficacy of speech intelligibility
assessments.