Tympanic membrane measurement
An in-ear device includes a tympanic membrane measurement unit (TMMU) and an audio package configured to emit sound. The device is configured to measure a movement of a tympanic membrane in an ear using the TMMU caused by external sound received by the tympanic membrane, analyze at least the movement of the tympanic membrane measured by the TMMU using a predictive model trained by a machine learning technique to generate a waveform of cancellation sound that will destructively interfere with the external sound when received by the tympanic membrane, and output the cancellation sound from the audio package to destructively interfere with external sound received by the tympanic membrane.
1. An in-ear device, comprising:
a tympanic membrane measurement unit (TMMU);
an audio package comprising a sound emitting device; and
a controller coupled to the audio package and the TMMU, wherein the controller includes logic that when executed by the controller causes:
the TMMU to measure a movement of a tympanic membrane in an ear, wherein the movement of the tympanic membrane is caused by external sound reaching the tympanic membrane;
a predictive model trained by a machine learning technique to analyze at least the movement of the tympanic membrane measured by the TMMU and to generate a waveform of cancellation sound configured to destructively interfere with the external sound when received by the tympanic membrane; and
the sound emitting device of the audio package to output the cancellation sound to destructively interfere with the external sound received by the tympanic membrane.
2. The in-ear device of claim 1 , further comprising a microphone;
wherein the logic when executed by the controller further causes:
the microphone to collect the external sound; and
the predictive model to analyze at least the movement of the tympanic membrane and the external sound.
3. The in-ear device of claim 1 , wherein the TMMU includes one or more optical emitters and one or more optical receivers, wherein the logic when executed by the controller further causes:
the one or more optical emitters to emit light when the in-ear device is disposed in the ear; and
the one or more optical receivers to receive light reflected from the tympanic membrane.
4. The in-ear device of claim 3 , wherein the logic when executed by the controller further causes an image sensor to receive the light and an image output from the image sensor to measure the movement.
5. The in-ear device of claim 1 , wherein the TMMU includes an electromagnetic detection system, wherein the logic when executed by the controller further causes:
the electromagnetic detection system to receive electromagnetic waves and measure changes in the electromagnetic waves from the tympanic membrane when the in-ear device is disposed in the ear.
6. The in-ear device of claim 5 , wherein the electromagnetic waves are generated from a magnetically active material deposited on the tympanic membrane.
7. The in-ear device of claim 1 , further comprising a communications module, wherein the logic when executed by the controller further causes the communications module to communicate with an external device.
8. The in-ear device of claim 1 , further comprising a battery, wherein the logic when executed by the controller further causes the battery to provide power to the TMMU and the audio package.
9. The in-ear device of claim 8 , further comprising a charging system, wherein the logic when executed by the controller further causes the charging system to charge the battery.
10. The in-ear device of claim 1 , wherein the TMMU includes a mechanical deflection measurement system including a fiber extending from the in-ear device to contact an external surface of the tympanic membrane when the in-ear device is disposed in the ear, and wherein the movement of the tympanic membrane is measured using deflection of the fiber.
11. The in-ear device of claim 10 , wherein the fiber is an optical fiber, and wherein measuring the movement of the tympanic membrane using deflection of the fiber includes measuring an optical mode of the fiber as the fiber bends or vibrates with the tympanic membrane.
12. A non-transitory computer-readable medium having computer-executable instructions stored thereon that, in response to execution by one or more processors, cause:
a tympanic membrane measurement unit of an in-ear device to measure a movement of a tympanic membrane in an ear, wherein the movement of the tympanic membrane is caused by external sound reaching the tympanic membrane;
a predictive model of the in-ear device trained by a machine learning technique to analyze at least the movement of the tympanic membrane and to generate a waveform of cancellation sound configured to destructively interfere with the external sound when received by the tympanic membrane; and
a sound emitting device of an audio package of the in-ear device to output the cancellation sound to destructively interfere with the external sound received by the tympanic membrane.
13. The non-transitory computer-readable medium of claim 12 , wherein the instructions, in response to execution by the one or more processors, further cause a microphone to collect the external sound.
14. The non-transitory computer-readable medium of claim 13 , wherein the instructions, in response to execution by the one or more processors, further cause:
the predictive model to analyze at least the movement of the tympanic membrane and the external sound.
15. The non-transitory computer-readable medium of claim 12 , wherein the instructions, in response to execution by the one or more processors, further cause:
one or more optical emitters to emit light when the in-ear device is disposed in the ear; and
one or more optical receivers to receive light reflected from the tympanic membrane.
16. The non-transitory computer-readable medium of claim 15 , wherein the instructions, in response to execution by the one or more processors, further cause an image sensor to receive the light and an image output from the image sensor to measure the movement.
17. The non-transitory computer-readable medium of claim 12 , wherein the instructions, in response to execution by the one or more processors, further cause:
a mechanical deflection measurement system to measure a mechanical deflection, wherein the mechanical deflection measurement system includes a fiber extending from the in-ear device to contact the tympanic membrane when the in-ear device is disposed in the ear.
18. The non-transitory computer-readable medium of claim 12 , wherein the instructions, in response to execution by the one or more processors, further cause:
an electromagnetic detection system to receive electromagnetic waves from the tympanic membrane and to measure changes in the electromagnetic waves from the tympanic membrane when the in-ear device is disposed in the ear.
19. The non-transitory computer-readable medium of claim 18 , wherein the electromagnetic waves are generated from a magnetically active material deposited on the tympanic membrane.
20. The non-transitory computer-readable medium of claim 12 , wherein the instructions, in response to execution by the one or more processors, further cause a communications module to communicate with an external device.