IP Library Granted Patent US 12,591,407
Granted Patent B2
US 12,591,407 · App. 18/111,671 · Granted Mar 31, 2026

Robust voice activity detector system for use with an earphone

Inventor: John Usher (Beer, GB)
Assignee: ST R&DTech, LLC
G06F3/165G10L15/22G10L21/034G10L25/78H03G3/341H04R1/406H04R3/005H04R1/1083H04R29/006
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Quick Facts
Patent No.
US 12,591,407
App. No.
18/111,671
Granted
Mar 31, 2026
Kind
B2
Abstract

An electronic device or method for adjusting a gain on a voice operated control system can include one or more processors and a memory having computer instructions. The instructions, when executed by the one or more processors causes the one or more processors to perform the operations of receiving a first microphone signal, receiving a second microphone signal, updating a slow time weighted ratio of the filtered first and second signals, and updating a fast time weighted ratio of the filtered first and second signals. The one or more processors can further perform the operations of calculating an absolute difference between the fast time weighted ratio and the slow time weighted ratio, comparing the absolute difference with a threshold, and increasing the gain when the absolute difference is greater than the threshold. Other embodiments are disclosed.

Claims (29)

1 . An earphone comprising:

a first ambient microphone configured to generate a first microphone signal;

a second ambient microphone configured to generate a second microphone signal;

a third microphone configured to generate a third microphone signal;

an ear canal microphone configured to generate a fourth microphone signal;

a sound isolating barrier, wherein the first microphone and second microphone sample the environment on a first side of the sound isolating barrier and the ear canal microphone samples an environment on a second side of the sound isolating barrier where the first side and second side are separated by the sound isolating barrier;

memory configured to store instructions;

a processor configured to execute the instructions to perform operations, the operations comprising:

receiving the first microphone signal;

receiving the second microphone signal;

receiving the third microphone signal;

receiving the fourth microphoned signal;

generating a modified first microphone signal by applying a first filter to the first microphone signal;

generating a modified second microphone signal by applying a second filter to the second microphone signal;

generating a modified third microphone signal by applying a third filter to the third microphone signal;

generating a modified fourth microphone signal by applying a fourth filter to the fourth microphone signal;

generating a first ratio of a time weighted power estimate of the first microphone signal to the a time weighted power estimate of the second microphone signal;

generating a second ratio of the time weighted power estimate of the first microphone signal to a time weighted power estimate of the third microphone signal;

generating a third ratio of the time weighted power estimate of the first microphone signal to a time weighted power estimate of the fourth microphone signal;

detecting if there is voice activity, wherein there is voice activity when the first ratio is above a first threshold and the second ratio is above a second threshold and the third ratio is above a third threshold; and

generating a binary voice activity status, where a value of 0 refers to no voice activity and a 1 refers to detected voice activity.

2 . The earphone according to claim 1 , wherein a first filter is applied to the first microphone signal prior to generating the first, second and third ratios, wherein the first filter is a bandpass filter.

3 . The earphone according to claim 2 , wherein the bandpass filter is configured to pass frequencies primarily between 100 Hz to 2 kHz.

4 . The earphone according to claim 1 , wherein a second filter is applied to the second microphone signal prior to generating the first, second and third ratios, wherein the second filter is a bandpass filter.

5 . The earphone according to claim 4 , wherein the bandpass filter is configured to pass frequencies primarily between 100 Hz to 2 kHz.

6 . The earphone according to claim 1 , wherein a third filter is applied to the third microphone signal prior to generating the first, second and third ratios, wherein the third filter is a bandpass filter.

7 . The earphone according to claim 6 , wherein the bandpass filter is configured to pass frequencies primarily between 100 Hz to 2 kHz.

8 . The earphone according to claim 1 , wherein a fourth filter is applied to the fourth microphone signal prior to generating the first, second and third ratios, wherein the fourth filter is a bandpass filter.

9 . The earphone according to claim 8 , wherein the bandpass filter is configured to pass frequencies primarily between 100 Hz to 2 kHz.

Assignments (6)
MERGER Recorded May 9, 2026
From: ST CASE1TECH, LLC; ST CASESTECH, LLC; ST FAMTECH, LLC; ST R&DTECH, LLC; ST TIPTECH, LLC; ST SEALTECH, LLC; ST BIOTECH, LLC; ST EARTECH, LLC; ST DETECTTECH, LLC; ST VRTECH, LLC; ST AWARETECH, LLC; CASES2TECH, LLC
To: ST PORTFOLIO HOLDINGS, LLC
Reel/Frame 075533/0472 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 21, 2024
From: STATON TECHIYA, LLC
To: ST PORTFOLIO HOLDINGS, LLC
Reel/Frame 067806/0722 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 21, 2024
From: ST PORTFOLIO HOLDINGS, LLC
To: ST R&DTECH, LLC
Reel/Frame 067806/0751 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 18, 2024
From: USHER, JOHN
To: PERSONICS HOLDINGS, LLC
Reel/Frame 066160/0684 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 18, 2024
From: PERSONICS HOLDINGS, LLC; PERSONICS HOLDINGS, INC.
To: DM STATON FAMILY LIMITED PARTNERSHIP
Reel/Frame 066160/0830 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 18, 2024
From: DM STATON FAMILY LIMITED PARTNERSHIP
To: STATON TECHIYA, LLC
Reel/Frame 066160/0888 →
Continuity (5)
Continuation 17013538 · Sep 5, 2020
Continuation 16227695 · Dec 20, 2018
Continuation 14922475 · Oct 26, 2015
Provisional Application 62068273 · Oct 24, 2014
Related Publication 20230280965A1 · Sep 7, 2023
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