SYSTEM AND METHOD FOR DEEP AUDIO SPECTRAL PROCESSING FOR RESPIRATION RATE AND DEPTH ESTIMATION USING SMART EARBUDS

A method includes obtaining at least one breathing audio sample of a user captured using earbuds worn by the user. The method also includes converting the at least one breathing audio sample to a breathing spectrogram configured as an image. The method further includes processing the breathing spect...

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Hauptverfasser: AHMED, Mohsin Yusuf, KUANG, Jilong, GAO, Jun, RASHID, Nafiul, NEMATIHOSSEINABADI, Ebrahim, RAHMAN, Md Mahbubur, AHMED, Tousif
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:A method includes obtaining at least one breathing audio sample of a user captured using earbuds worn by the user. The method also includes converting the at least one breathing audio sample to a breathing spectrogram configured as an image. The method further includes processing the breathing spectrogram using a trained multi-task convolutional neural network (CNN) to identify a breathing rate and a breathing depth of the user. In addition, the method includes outputting the breathing rate and the breathing depth of the user.