Exploring audio and kinetic sensing on earable devices
Citations
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32 citations
Cites background or methods from "Exploring audio and kinetic sensing..."
...The eSense platform [7, 12] consists in a pair of true wireless earbuds which have been augmented with kinetic, audio and proximity sensing options....
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...focus on the evaluation of the eSense platform [7, 12] in track-...
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26 citations
Cites background from "Exploring audio and kinetic sensing..."
...The experimental results demonstrate that eSense can reach up to 88% detection accuracy for the targeted human activities [1, 4]....
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22 citations
Cites background from "Exploring audio and kinetic sensing..."
...Another recent work [35] can recognize human activities such as nodding, shaking, walking, stepping up, speaking and so on, using earable devices with a 6-axis inertial measurement unit and a microphone....
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20 citations
Cites background from "Exploring audio and kinetic sensing..."
...[72] Chulhong Min, Akhil Mathur, and Fahim Kawsar....
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References
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"Exploring audio and kinetic sensing..." refers methods in this paper
...Here, we used the features reported in [4]....
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463 citations
"Exploring audio and kinetic sensing..." refers background in this paper
...[5] proposed several deep learning models to detect physical activities using wearables....
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284 citations
240 citations
"Exploring audio and kinetic sensing..." refers methods in this paper
...Acoustic sensing approaches have been used to infer human activities and states such as eating [1] and coughing [7]....
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...[1] placed a microphone inside the ear canal to detect eating activities and to classify them into four food types....
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