Abstract: Introduced here are approaches to dynamically verifying the identity of an individual and assessing the health of the individual through objective, algorithmic characterizations of voice features derived from audio recordings created by the individual. These voice features may be paralinguistic features, non-linguistic features, or linguistic features. By characterizing these voice features, insights can be gleaned into how events represented in the audio recordings should be emotionally characterized. For example, for each audio recording created by the individual, a health management platform may calculate a valence measure that is based on the voice features established for that audio recording. These valence measures can be documented, for example, in a profile maintained for the individual, such that changes in health can be detected in a more reliable, quantitative manner.

Abstract: Systems and methods pertaining to displaying a web browsing session are disclosed. In one embodiment, a system includes a web browsing engine residing on a first device, with a viewing application residing on a second device and operatively coupled to the web browsing engine, where the viewing application is adapted to display a portion of a webpage rendered by the web browsing engine and an overlay graphical component. In the same embodiment, the system also includes a recognition engine adapted to identify an element on the webpage and communicate information regarding the element to the viewing application.