Abstract: Systems and methods for machine learning of voice and other attributes are provided. The system receives input data, isolates predetermined sounds from isolated speech of a speaker of interest, summarizes the features to generate variables that describe the speaker, and generates a predictive model for detecting a desired feature of a person Also provided are systems and methods for detecting one or more attributes of a speaker based on analysis of audio samples or other types of digitally-stored information (e.g, videos, photos, etc.).

Abstract: Systems and methods for machine learning of voice and other attributes are provided. The system receives input data, isolates predetermined sounds from isolated speech of a speaker of interest, summarizes the features to generate variables that describe the speaker, and generates a predictive model for detecting a desired feature of a person Also provided are systems and methods for detecting one or more attributes of a speaker based on analysis of audio samples or other types of digitally-stored information (e.g, videos, photos, etc.).

Abstract: An external side mirror is pivotable relative to a vehicle to which it is attached. The external side mirror includes an outer cover, and a housing bracket within the outer cover. The housing bracket is mounted or attached to the outer cover. A gasket is removably attached to the underside of the housing bracket. The gasket has a plurality of hooks that extend upwardly and attach to the housing bracket. Support ribs extending from the outer cover trap the hooks against the housing bracket. This allows the gasket to pivot along with the external side mirror relative to the vehicle to keep the gasket hidden from view even when the external side mirror is pivoted.

Abstract: An external side mirror is pivotable relative to a vehicle to which it is attached. The external side mirror includes an outer cover, and a housing bracket within the outer cover. The housing bracket is mounted or attached to the outer cover. A gasket is removably attached to the underside of the housing bracket. The gasket has a plurality of hooks that extend upwardly and attach to the housing bracket. Support ribs extending from the outer cover trap the hooks against the housing bracket. This allows the gasket to pivot along with the external side mirror relative to the vehicle to keep the gasket hidden from view even when the external side mirror is pivoted.