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Published on: March 24, 2023
Assessment of High-Variability Speech Recognition in Adult Cochlear Implant Users using PRESTO
Terrin N Tamati1, Kathleen F Faulkner2, David B Pisoni3
1Department of Otolaryngology, Vanderbilt University Medical Center, Nashville, Tennessee.
Increased talker variability negatively impacts speech recognition for cochlear implant (CI) users, especially in noisy conditions. Working memory capacity is crucial for CI users' ability to understand speech with varying talkers.
Area of Science:
- Audiology
- Neuroscience
- Speech and Hearing Sciences
Background:
- Speech recognition assessment in adult cochlear implant (CI) users often uses low talker variability materials.
- Limited understanding exists regarding the impact of high talker variability on CI user speech recognition and individual differences.
- Clinical utility of high talker variability sentence materials for CI users remains underexplored.
Purpose of the Study:
- To evaluate the effect of talker variability on sentence recognition in adult CI users.
- To investigate the relationship between working memory capacity and speech recognition in high-variability conditions.
- To assess adult CI users using the Perceptually Robust English Sentence Test Open-Set (PRESTO) with varying talker variability.
Main Methods:
- Adult CI users and normal-hearing (NH) adults under CI simulation completed speech recognition tests.
- Tests included Hearing in Noise Test (HINT; low variability), AzBio (moderate variability), and PRESTO (high variability) sentences.
- Testing occurred in quiet and multitalker babble (MTB); working memory capacity was assessed in CI users.
Main Results:
- Speech recognition performance decreased with increased talker variability in both CI and NH groups.
- PRESTO sentences showed significantly lower performance in multitalker babble (MTB) compared to HINT and AzBio.
- Working memory capacity was correlated with sentence recognition accuracy in CI users across all conditions.
Conclusions:
- High talker variability, particularly in PRESTO materials, detrimentally affects speech recognition in CI users and simulated NH listeners, especially with background noise.
- Working memory capacity is a significant factor in the speech recognition abilities of adult CI users.
- High-variability, multitalker sentence tests like PRESTO offer a robust clinical and research tool for assessing speech recognition and individual differences in CI users without ceiling effects.
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