EAR-WEARABLE DEVICE MODELING

A method comprises obtaining ear modeling data, wherein the ear modeling data includes a 3D model of an ear canal; applying a shell generation to generate a shell shape based on the ear modeling data, wherein the shell-generation model is a machine learning model and the shell shape is a 3D represen...

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Bibliographische Detailangaben
Hauptverfasser: SHAHAR, Amit, KADETOATD, Deepak, WEIZMAN, Lior, XIAO, Jinjun, BORNSTEIN, Nitzan
Format: Patent
Sprache:eng ; fre ; ger
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Beschreibung
Zusammenfassung:A method comprises obtaining ear modeling data, wherein the ear modeling data includes a 3D model of an ear canal; applying a shell generation to generate a shell shape based on the ear modeling data, wherein the shell-generation model is a machine learning model and the shell shape is a 3D representation of a shell of an ear-wearable device; applying a set of one or more component-placement models to determine, based on the ear modeling data, a position and orientation of a component of the ear-wearable device, wherein the component-placement models are independent of the shell-generation model and each of the component-placement models is a separate machine learning model; and generating an ear-wearable device model based on the shell shape and the 3D arrangement of the components of the ear-wearable device.