公开(公告)号：US20200245869A1

公开(公告)日：2020-08-06

申请号：US16777525

申请日：2020-01-30

Applicant: Starkey Laboratories, Inc.

Inventor： Matan Sivan ,  Nitzan Bornstein ,  Justin Burwinkel ,  Roy Talman ,  Neta Aviel

IPC: A61B5/00 ,  G06N20/00 ,  G06N3/08 ,  H04R3/00

Abstract: A system may obtain a set of features characterizing a segment of inertial measurement unit (IMU) data generated by an IMU of an ear-wearable device. The system may apply a machine learning model (MLM) that takes the features characterizing the segment of the IMU data as input. The system may determine, based on output values produced by the MLM, whether a user of the ear-wearable device has potentially been subject to physical abuse. The system may then perform an action in response to determining that the user of the ear-wearable device has potentially been subject to physical abuse.

公开(公告)号：US11937943B2

公开(公告)日：2024-03-26

申请号：US18186568

申请日：2023-03-20

Applicant: Starkey Laboratories, Inc.

Inventor： Matan Sivan ,  Nitzan Bornstein ,  Justin Burwinkel ,  Roy Talman ,  Neta Aviel

IPC: A61B5/00 ,  A61B5/0205 ,  A61B5/16 ,  A61B5/369 ,  G06N3/08 ,  G06N20/00 ,  H04R3/00 ,  A61B5/024

CPC classification number: A61B5/6815 ,  A61B5/0002 ,  A61B5/0024 ,  A61B5/0205 ,  A61B5/165 ,  A61B5/486 ,  A61B5/742 ,  G06N3/08 ,  G06N20/00 ,  H04R3/005 ,  A61B5/02438 ,  A61B5/369 ,  A61B2562/0219 ,  A61B2562/0223

Abstract: A system may obtain a set of features characterizing a segment of inertial measurement unit (IMU) data generated by an IMU of an ear-wearable device. The system may apply a machine learning model (MLM) that takes the features characterizing the segment of the IMU data as input. The system may determine, based on output values produced by the MLM, whether a user of the ear-wearable device has potentially been subject to physical abuse. The system may then perform an action in response to determining that the user of the ear-wearable device has potentially been subject to physical abuse.

公开(公告)号：US20230225675A1

公开(公告)日：2023-07-20

申请号：US18186568

申请日：2023-03-20

Applicant: Starkey Laboratories, Inc.

Inventor： Matan Sivan ,  Nitzan Bornstein ,  Justin Burwinkel ,  Roy Talman ,  Neta Aviel

IPC: A61B5/00 ,  A61B5/0205 ,  A61B5/16 ,  G06N20/00 ,  G06N3/08 ,  H04R3/00

CPC classification number: A61B5/6815 ,  A61B5/0002 ,  A61B5/0205 ,  A61B5/165 ,  A61B5/486 ,  A61B5/742 ,  G06N20/00 ,  A61B5/0024 ,  G06N3/08 ,  H04R3/005 ,  A61B5/02438

Abstract: A system may obtain a set of features characterizing a segment of inertial measurement unit (IMU) data generated by an IMU of an ear-wearable device. The system may apply a machine learning model (MLM) that takes the features characterizing the segment of the IMU data as input. The system may determine, based on output values produced by the MLM, whether a user of the ear-wearable device has potentially been subject to physical abuse. The system may then perform an action in response to determining that the user of the ear-wearable device has potentially been subject to physical abuse.

公开(公告)号：US20230069040A1

公开(公告)日：2023-03-02

申请号：US17894314

申请日：2022-08-24

Applicant: STARKEY LABORATORIES, INC.

Inventor： Roy Talman ,  Yaniv Ganor ,  Lior Weizman ,  Neta Aviel ,  Nitzan Bornstein

IPC: A61B5/08 ,  A61B5/0205 ,  A61B5/024

Abstract: An ear-wearable electronic device comprises a motion sensor configured to generate motion information and a first respiration rate estimated using the motion information. A
PPG sensor is configured to generate PPG data and a second respiration rate estimate using the PPG data. A processor is configured to produce a respiration rate estimate using the first and second respiration rate estimates. A communication device is configured to communicate the respiration rate estimate to one or both of an external electronic device and a cloud database.

公开(公告)号：US11607170B2

公开(公告)日：2023-03-21

申请号：US16777525

申请日：2020-01-30

Applicant: Starkey Laboratories, Inc.

Inventor： Matan Sivan ,  Nitzan Bornstein ,  Justin Burwinkel ,  Roy Talman ,  Neta Aviel

IPC: A61B5/00 ,  A61B5/0205 ,  A61B5/16 ,  G06N20/00 ,  G06N3/08 ,  H04R3/00 ,  A61B5/024 ,  A61B5/369

Abstract: A system may obtain a set of features characterizing a segment of inertial measurement unit (IMU) data generated by an IMU of an ear-wearable device. The system may apply a machine learning model (MLM) that takes the features characterizing the segment of the IMU data as input. The system may determine, based on output values produced by the MLM, whether a user of the ear-wearable device has potentially been subject to physical abuse. The system may then perform an action in response to determining that the user of the ear-wearable device has potentially been subject to physical abuse.