Abstract: Embodiments include an audio system comprising an audio device, a speaker, and a processor. The audio system is configured to receive data from one or more sensors corresponding to persons in a room and/or characteristics of a room, and responsively take action to modify one or more characteristics of the audio system, share the information with other systems or devices, and track data over time to determine patterns and trends in the data.

Abstract: Embodiments provide for employing an audio transformation model to resynthesize speech signals associated with a speaking entity. Examples can receive audio signals comprising speech signals that are captured by an audio capture device. Examples can divide the audio signals into audio segments and input the audio segments into an audio transformation model to generate a voice vector representation and a speech vector representation. The voice vector representation comprises characteristics related to a speaking voice associated with the speaking entity and the speech vector representation comprises one or more words spoken by the speaking entity. The one or more words comprised in the speech vector representation are associated with respective contextual attributes associated with the one or more words. The audio transformation model can utilize the voice vector representation and the speech vector representation to regenerate the speech signals associated with the speaking entity.

Abstract: Embodiments include an audio system comprising an audio device, a speaker, and a processor. The audio system is configured to receive data from one or more sensors corresponding to persons in a room and/or characteristics of a room, and responsively take action to modify one or more characteristics of the audio system, share the information with other systems or devices, and track data over time to determine patterns and trends in the data.

Abstract: Embodiments include an audio system comprising an audio device, a speaker, and a processor. The audio system is configured to receive data from one or more sensors corresponding to persons in a room and/or characteristics of a room, and responsively take action to modify one or more characteristics of the audio system, share the information with other systems or devices, and track data over time to determine patterns and trends in the data.

Abstract: Embodiments include an audio system comprising an audio device, a speaker, and a processor. The audio system is configured to receive data from one or more sensors corresponding to persons in a room and/or characteristics of a room, and responsively take action to modify one or more characteristics of the audio system, share the information with other systems or devices, and track data over time to determine patterns and trends in the data.