Abstract: A system and method for detecting speech impairment employing a machine learning model extends the use of a model trained exclusively in a target language to classify input obtained from a speech sample in a source language different from the target language. Features extracted from a transcript of the speech sample in the source language are subject to a mapping to features in the target language, then provided as input to the model. The mapping is determined using a domain adaptation system implementing an algorithm such as an optimal transport algorithm trained using a healthy speech dataset to map probability distributions of the features from the source to the target language.

Abstract: According to some embodiments, an apparatus having a first sensor having a first adjustable lens and a second sensor having a second adjustable lens is disclosed. A controller is coupled to the first sensor and the second sensor. The controller is to cause the first sensor and the second sensor to operate independently in a first mode and is to cause the first motion sensor and the second motion sensor to operate interdependently in a second mode.

Abstract: A system for interactive patient care management that includes a database of patient records and a second database of skilled personnel tasks that can be related so as enable a display of relevant patient care tasks and relevant patient record data. The result is the enablement of patient care delivery that takes advantage of the presentation of approved patient protocols and facility resource information in a hierarchical display form to reduce caregiver errors.

Abstract: According to some embodiments, an apparatus having a first sensor having a first adjustable lens and a second sensor having a second adjustable lens is disclosed. A controller is coupled to the first sensor and the second sensor. The controller is to cause the first sensor and the second sensor to operate independently in a first mode and is to cause the first motion sensor and the second motion sensor to operate interdependently in a second mode.

Abstract: A mechanism is provided for context based search disambiguation. A client provides additional cues for search term disambiguation through the context of the specific user's browser. In one embodiment, a viewed content history is sent along with the search term(s) to be disambiguated. The viewed content history acts as a cue to a clustering search engine to display as more relevant the results that are classified in the same category as the pages sent along with the search term(s).