A method for enhancing sensor measurements includes performing measurements utilizing sensors of
wireless earpieces, analyzing the measurements to determine
statistical confidence in the measurements, and determining whether the measurements are accurate utilizing the
statistical confidence. The measurements may be biometric measurements of a user utilizing the
wireless earpieces. The measurements may be environmental measurements. A
wireless earpiece may include a frame for fitting in an ear of a user, a tonic engine controlling functionality of the wireless earpiece, and a plurality of sensor performing biometric measurements of the user. The logic engine perform measurements utilizing a plurality of sensors of the wireless earpiece, analyzes the measurements to determine a
statistical confidence interval of the measurements, determines whether the measurements are accurate utilizing the statistical
confidence interval, and optimizes the measurements to determine a biometric reading of the user in response to determining the measurements are not accurate.