Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281394698> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W4281394698 endingPage "108" @default.
- W4281394698 startingPage "100" @default.
- W4281394698 abstract "Smartwatches have the potential to provide glanceable, always-available sound feedback to people who are deaf or hard of hearing (DHH). We present SoundWatch, a smartwatch-based deep learning application to sense, classify, and provide feedback about sounds occurring in the environment. To design SoundWatch, we first examined four low-resource sound classification models across four device architectures: watch-only, watch+phone, watch+phone+cloud, and watch+cloud. We found that the best model, VGG-lite, performed similar to the state of the art for nonportable devices although requiring substantially less memory (∼1/3 rd ) and that the watch+phone architecture provided the best balance among CPU, memory, network usage, and latency. Based on these results, we built and conducted a lab evaluation of our smartwatch app with eight DHH participants. We found support for our sound classification app but also uncovered concerns with misclassifications, latency, and privacy." @default.
- W4281394698 created "2022-05-25" @default.
- W4281394698 creator A5002130285 @default.
- W4281394698 creator A5016828530 @default.
- W4281394698 creator A5031744461 @default.
- W4281394698 creator A5040948432 @default.
- W4281394698 creator A5062573204 @default.
- W4281394698 creator A5067796481 @default.
- W4281394698 creator A5073615366 @default.
- W4281394698 creator A5085315046 @default.
- W4281394698 date "2022-05-20" @default.
- W4281394698 modified "2023-09-27" @default.
- W4281394698 title "SoundWatch" @default.
- W4281394698 cites W1966016888 @default.
- W4281394698 cites W1979290264 @default.
- W4281394698 cites W1981760364 @default.
- W4281394698 cites W2033946601 @default.
- W4281394698 cites W2049684864 @default.
- W4281394698 cites W2061474082 @default.
- W4281394698 cites W2106055371 @default.
- W4281394698 cites W2161071682 @default.
- W4281394698 cites W2526050071 @default.
- W4281394698 cites W2539062311 @default.
- W4281394698 cites W2727248480 @default.
- W4281394698 cites W2940523565 @default.
- W4281394698 cites W2941163248 @default.
- W4281394698 cites W2986946732 @default.
- W4281394698 cites W3030116490 @default.
- W4281394698 cites W3097184229 @default.
- W4281394698 cites W3097499461 @default.
- W4281394698 cites W821549425 @default.
- W4281394698 doi "https://doi.org/10.1145/3531447" @default.
- W4281394698 hasPublicationYear "2022" @default.
- W4281394698 type Work @default.
- W4281394698 citedByCount "0" @default.
- W4281394698 crossrefType "journal-article" @default.
- W4281394698 hasAuthorship W4281394698A5002130285 @default.
- W4281394698 hasAuthorship W4281394698A5016828530 @default.
- W4281394698 hasAuthorship W4281394698A5031744461 @default.
- W4281394698 hasAuthorship W4281394698A5040948432 @default.
- W4281394698 hasAuthorship W4281394698A5062573204 @default.
- W4281394698 hasAuthorship W4281394698A5067796481 @default.
- W4281394698 hasAuthorship W4281394698A5073615366 @default.
- W4281394698 hasAuthorship W4281394698A5085315046 @default.
- W4281394698 hasBestOaLocation W42813946981 @default.
- W4281394698 hasConcept C107457646 @default.
- W4281394698 hasConcept C111919701 @default.
- W4281394698 hasConcept C138885662 @default.
- W4281394698 hasConcept C149635348 @default.
- W4281394698 hasConcept C150594956 @default.
- W4281394698 hasConcept C2778707766 @default.
- W4281394698 hasConcept C28490314 @default.
- W4281394698 hasConcept C29794715 @default.
- W4281394698 hasConcept C41008148 @default.
- W4281394698 hasConcept C41895202 @default.
- W4281394698 hasConcept C76155785 @default.
- W4281394698 hasConcept C79974875 @default.
- W4281394698 hasConcept C82876162 @default.
- W4281394698 hasConceptScore W4281394698C107457646 @default.
- W4281394698 hasConceptScore W4281394698C111919701 @default.
- W4281394698 hasConceptScore W4281394698C138885662 @default.
- W4281394698 hasConceptScore W4281394698C149635348 @default.
- W4281394698 hasConceptScore W4281394698C150594956 @default.
- W4281394698 hasConceptScore W4281394698C2778707766 @default.
- W4281394698 hasConceptScore W4281394698C28490314 @default.
- W4281394698 hasConceptScore W4281394698C29794715 @default.
- W4281394698 hasConceptScore W4281394698C41008148 @default.
- W4281394698 hasConceptScore W4281394698C41895202 @default.
- W4281394698 hasConceptScore W4281394698C76155785 @default.
- W4281394698 hasConceptScore W4281394698C79974875 @default.
- W4281394698 hasConceptScore W4281394698C82876162 @default.
- W4281394698 hasFunder F4320306076 @default.
- W4281394698 hasIssue "6" @default.
- W4281394698 hasLocation W42813946981 @default.
- W4281394698 hasOpenAccess W4281394698 @default.
- W4281394698 hasPrimaryLocation W42813946981 @default.
- W4281394698 hasRelatedWork W2003614205 @default.
- W4281394698 hasRelatedWork W2345172559 @default.
- W4281394698 hasRelatedWork W2516308106 @default.
- W4281394698 hasRelatedWork W2612437796 @default.
- W4281394698 hasRelatedWork W2756171776 @default.
- W4281394698 hasRelatedWork W2953621231 @default.
- W4281394698 hasRelatedWork W2968870078 @default.
- W4281394698 hasRelatedWork W3007105892 @default.
- W4281394698 hasRelatedWork W3043760902 @default.
- W4281394698 hasRelatedWork W3164906906 @default.
- W4281394698 hasVolume "65" @default.
- W4281394698 isParatext "false" @default.
- W4281394698 isRetracted "false" @default.
- W4281394698 workType "article" @default.