학술논문

Developing a Real-Time Test to Investigate Conversational Speech Understanding.
Document Type
Article
Source
Journal of Speech, Language & Hearing Research. Dec2022, Vol. 65 Issue 12, p4520-4538. 19p.
Subject
*Speech perception
*Hearing
*Semantics
*Noise
*Conversation
*Intelligibility of speech
*Sound recordings
Task performance
Regression analysis
Universities & colleges
Descriptive statistics
Data analysis software
Reaction time
Friedman test (Statistics)
Language
ISSN
1092-4388
Abstract
Purpose: This study aimed to develop and test a measure of real-time continuous speech understanding to be used with natural dialogues. Method: The measure was based on a category monitoring paradigm and employed five existing recordings of natural dialogues from which the different test categories and associated target words were derived. For each dialogue, a listener was first given a semantic category and asked to press a button as quickly as possible whenever they heard an instance of the category. We tested 63 younger adults, using five semantic categories (family, media, season, temperature, and travel) at three noise levels (in quiet, 0 dB, and −5 dB signal-to-noise ratio [SNR]). Performance was measured in terms of accuracy and response time. Results: The results showed clear differences between the three noise conditions regardless of the semantic category. The peak of the response distribution was highest and earliest for the quiet condition and was reduced with decreasing SNR. The responses varied across categories, reflecting differences in the complexity of a given category or the typicality of the association between target words and their category. Broad categories and/or target words that were less directly associated with their category had decreased hit rates and increased response times. Conclusion: The results were discussed in terms of the sensitivity (hit rate) of the performance measure, as well as whether it picked up higher level semantic, context, and discourse properties of the dialogues. [ABSTRACT FROM AUTHOR]