SoundWatch: Exploring Smartwatch based Deep Learning Approaches to Support Sound Awareness for Deaf and Hard of Hearing Users

Dhruv Jain
Dhruv Jain
Hung Ngo
Hung Ngo
Pratyush Patel
Pratyush Patel
Steven Goodman
Steven Goodman

ACM SIGACCESS conference on Computers and accessibility, pp. 1-13, 2020.

Cited by: 1|Bibtex|Views20

Abstract:

Smartwatches have the potential to provide glanceable, always-available sound feedback to people who are deaf or hard of hearing. In this paper, we present a performance evaluation of four low-resource deep learning sound classification models: MobileNet, Inception, ResNet-lite, and VGG-lite across four device architectures: watch-only, w...More

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