Abstract: Embodiments are disclosed for providing an interface with a personalized virtual personal assistant (VPA) via a computing system. The example method comprises assigning a plurality of virtual personal assistant (VPA) instances to a plurality of users, each VPA instance of the plurality of VPA instances operating concurrently. For example, assigning the plurality of VPA instances to the plurality of users may include retrieving a personalized VPA configuration for each user of the plurality of users based on a plurality of audio samples, each of the plurality of audio samples corresponding to a user of the plurality of users.

Abstract: Disclosed embodiments include techniques for processing audio commands for a virtual personal assistant. A speech processing system segments speech detected in an audio input signal into a plurality of speech segments wherein the speech included in a given speech segment is uttered by a single speaker. The speech processing system clusters the speech segments included in the plurality of speech segments into a plurality of clusters, wherein each cluster included in the plurality of clusters is uttered by a different speaker. The speech processing system determines that a first cluster included in the plurality of clusters is uttered by a first authorized speaker. The speech processing system causes the virtual personal assistant to execute a first audio command included in the first cluster.

Abstract: Embodiments are disclosed for providing an interface with a personalized virtual personal assistant (VPA) via a computing system. The example method comprises assigning a plurality of virtual personal assistant (VPA) instances to a plurality of users, each VPA instance of the plurality of VPA instances operating concurrently. For example, assigning the plurality of VPA instances to the plurality of users may include retrieving a personalized VPA configuration for each user of the plurality of users based on a plurality of audio samples, each of the plurality of audio samples corresponding to a user of the plurality of users.

Abstract: A voice recognition system for an infotainment device may include a microphone configured to receive an audio command from a user, the audio command including at least one word in a first language and at least one word in a second language, and a processor configured to kg receive a microphone input signal from the microphone based on the received audio command, assign an attention weight to each word in the input signal, the attention weight indicating an importance of each word relative to another word and determine an intent of the audio command using the attention weights of all of the words.