US 11,894,015 B2
Embedded audio sensor system and methods
Brett Rogers, Brandon, MS (US); Tommy Naugle, Terry, MS (US); Stephen Bye, Atlanta, GA (US); Craig Sparks, Madison, MS (US); and Arman Kirakosyan, Brandon, MS (US)
Assigned to CELLULAR SOUTH, INC., Ridgeland, MS (US)
Filed by CELLULAR SOUTH, INC., Ridgeland, MS (US)
Filed on Oct. 31, 2022, as Appl. No. 18/051,270.
Application 18/051,270 is a continuation of application No. 16/716,359, filed on Dec. 16, 2019, granted, now 11,488,622.
Prior Publication US 2023/0079264 A1, Mar. 16, 2023
Int. Cl. G10L 19/00 (2013.01); G10L 25/78 (2013.01); G16Y 40/10 (2020.01); G06N 5/04 (2023.01); G16Y 20/10 (2020.01); G06N 7/01 (2023.01)
CPC G10L 25/78 (2013.01) [G06N 5/04 (2013.01); G06N 7/01 (2023.01); G16Y 20/10 (2020.01); G16Y 40/10 (2020.01)] 12 Claims
OG exemplary drawing
 
1. An embedded sensor comprising:
an audio detector;
a processor configured to receive signals from the audio detector;
a library for storing an ensemble of statistical models associated with an environment, wherein the processor is configured to analyze a cost function to determine an optimal statistical model from the ensemble, wherein the processor is configured to associate a probability with a detected audible event based on the optimal statistical model; and
a rules engine configured to receive the probability associated with the detected audible event and identify the detected audible event.