Skip to main content
eScholarship
Open Access Publications from the University of California

Speech Perception Across the Lifespan: Using a Gaussian Mixture Model toUnderstand Changes in Cue Weighting Between Younger and Older Adults

Abstract

In order to understand speech, listeners must weight and combine multiple acoustic cues. For example, voiceonset time (VOT) is a reliable cue to stop consonant voicing, while onset F0 provides information, but is much less reliable.Consequently, we would expect listeners to weight VOT higher than F0. This is the pattern observed for most listeners.However, these cue weights also change over time, and older adults tend to rely less on VOT than young adults, even inlisteners without hearing loss. One hypothesized mechanism for this change is a decreased ability to detect temporal differencesin sounds, which renders temporal cues (e.g., VOT) less reliable and leads to a greater reliance on spectral information (F0). Wesimulate this using a weighted Gaussian mixture model and find evidence in support of this mechanism: decreased temporalcue reliability leads to the same pattern of differences observed between younger and older listeners.

Main Content
For improved accessibility of PDF content, download the file to your device.
Current View