Abstract: A louvered shelf for preventing snow accumulation in an air induction system of a vehicle includes a main body configured to couple to the vehicle proximate the air induction system, a plurality of airflow apertures formed in the main body configured to receive a flow of snow-laden intake air bound for the air induction system, and a plurality of louver assemblies. Each louver assembly is operably associated with one airflow aperture of the plurality of airflow apertures to establish a tortuous path for the snow-laden intake air to travel through the one airflow aperture. Snow particles are separated from the snow-laden intake air due to centrifugal forces generated from travel of the snow laden air through the tortuous path and/or the snow particles striking the louver assemblies.

Abstract: A louvered shelf for preventing snow accumulation in an air induction system of a vehicle includes a main body configured to couple to the vehicle proximate the air induction system, a plurality of airflow apertures formed in the main body configured to receive a flow of snow-laden intake air bound for the air induction system, and a plurality of louver assemblies. Each louver assembly is operably associated with one airflow aperture of the plurality of airflow apertures to establish a tortuous path for the snow-laden intake air to travel through the one airflow aperture. Snow particles are separated from the snow-laden intake air due to centrifugal forces generated from travel of the snow laden air through the tortuous path and/or the snow particles striking the louver assemblies.

Abstract: A first plurality of audio features associated with a first utterance may be obtained. A first text result associated with a first speech-to-text translation of the first utterance may be obtained based on an audio signal analysis associated with the audio features, the first text result including at least one first word. A first set of audio features correlated with at least a first portion of the first speech-to-text translation associated with the at least one first word may be obtained. A display of at least a portion of the first text result that includes the at least one first word may be initiated. A selection indication may be received, indicating an error in the first speech-to-text translation, the error associated with the at least one first word.

Abstract: One or more techniques and/or systems are disclosed for providing, in an automated fashion, updated information to a user regarding a topic indicated as being of interest to the user. At a first point in time, a first request for updated information on a first topic indicated as being of interest to a user can be received, such as from a website or service to which the user is connected. First updated information for the first topic can be requested from a data store that comprises updated information on one or more topics indicated as being of interest to the user. If the data store comprises the first updated information, the first updated information can be returned to the sender of the request, at the first point in time, such that the user may be presented with fresh content regarding a topic known to be of interest to the user.

Abstract: One or more techniques and/or systems are disclosed for providing a customized advertisement for a user. A request can be received from an advertising service, where the request comprises a user topic, such as a topic comprised in an advertisement intended to be customized for the user. One or more user aspects are identified for the user topic, and respective impact factors are determined for at least some of the one or more user aspects. The user aspects for the user topic can be ranked according to their corresponding impact factors, and the ranking can be returned to the advertising service in response to the request. The advertising service may use at least some of the ranking to customize the advertisement to be shown to the user (e.g., so that higher ranked aspects are emphasized more heavily in the advertisement than lower ranked aspects).