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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| creator | AHMED, Mohsin Yusuf KUANG, Jilong GAO, Jun RASHID, Nafiul NEMATIHOSSEINABADI, Ebrahim RAHMAN, Md Mahbubur AHMED, Tousif |
| description | 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. |
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| subjects | ACOUSTICS CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DEAF-AID SETS DIAGNOSIS ELECTRIC COMMUNICATION TECHNIQUE ELECTRICITY HUMAN NECESSITIES HYGIENE IDENTIFICATION LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKEACOUSTIC ELECTROMECHANICAL TRANSDUCERS MEDICAL OR VETERINARY SCIENCE MUSICAL INSTRUMENTS PHYSICS PUBLIC ADDRESS SYSTEMS SPEECH ANALYSIS OR SYNTHESIS SPEECH OR AUDIO CODING OR DECODING SPEECH OR VOICE PROCESSING SPEECH RECOGNITION SURGERY |
| title | SYSTEM AND METHOD FOR DEEP AUDIO SPECTRAL PROCESSING FOR RESPIRATION RATE AND DEPTH ESTIMATION USING SMART EARBUDS |
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