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Modality Synchronization When People With Aphasia Read With Text-to-Speech Support.
Karen Hux1, Kelly Knollman-Porter2, Sarah E Wallace3
1Quality Living, Inc., Omaha, NE.
Most people with aphasia do not synchronize eye movements with text-to-speech (TTS) auditory output. This lack of modality synchronization may limit the effectiveness of TTS technology for individuals with aphasia.
Area of Science:
- Neuroscience
- Speech and Language Pathology
- Human-Computer Interaction
Background:
- Text-to-speech (TTS) technology offers dual-modality (auditory and visual) content presentation.
- Synchronization of eye fixations with auditory word presentation is crucial for TTS benefits in aphasia.
- Limited research exists on modality synchronization achievement in people with aphasia using TTS.
Purpose of the Study:
- To investigate the extent and frequency of modality synchronization in individuals with aphasia using TTS.
- To examine the relationship between reading comprehension, reading rate, and modality synchronization.
Main Methods:
- Retrospective analysis of eye-tracking data from nine adults with aphasia processing TTS passages.
- Modality synchronization defined as eye fixation occurring within a specific time window relative to auditory word presentation.
- Correlation analysis between synchronization percentages and standardized reading test scores.
Main Results:
- Only three participants showed consistent modality synchronization (67-76% of words).
- One participant had inconsistent synchronization (58%), while five rarely synchronized.
- A significant positive correlation was found between reading comprehension scores and modality synchronization.
Conclusions:
- A default TTS rate does not ensure dual-modality synchronization for most individuals with aphasia.
- The lack of synchronization may explain variable benefits of TTS for this population.
- Further research is needed to optimize TTS presentation for aphasia support.
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