Abstract: An apparatus may include an interface system and a first local control system. The first local control system may be configured to: receive first sensor data from a first preview environment while a content stream is being presented in the first preview environment; generate, based at least in part on the first sensor data, first user engagement data corresponding to one or more people in the first preview environment, the first user engagement data indicating estimated engagement with presented content of the content stream; output, via the interface system, either the first user engagement data, the first sensor data, or both, to a data aggregation device; and determine, based at least in part on user preference data, whether to provide at least some of the first user engagement data, at least some of the first sensor data, or both, to one or more machine learning (ML) models.

Abstract: Some implementations involve receiving a content stream that includes audio data, determining a content type corresponding to the content stream and determining, based at least in part on the content type, a noise compensation method. Some examples involve performing the noise compensation method on the audio data to produce noise-compensated audio data, rendering the noise-compensated audio data for reproduction via a set of audio reproduction transducers of the audio environment, to produce rendered audio signals, and providing the rendered audio signals to at least some audio reproduction transducers of the audio environment.

Abstract: Some implementations involve determining a noise metric and/or a speech intelligibility metric and determining a compensation process corresponding to the noise metric and/or the speech intelligibility metric. The compensation process may involve altering a processing of audio data and/or applying a non-audio-based compensation method. In some examples, altering the processing of the audio data does not involve applying a broadband gain increase to the audio signals. Some examples involve applying the compensation process in an audio environment. Other examples involve determining compensation metadata corresponding to the compensation process and transmitting an encoded content stream that includes encoded compensation metadata, encoded video data and encoded audio data from a first device to one or more other devices.

Abstract: Some implementations involve determining a noise metric and/or a speech intelligibility metric and determining a compensation process corresponding to the noise metric and/or the speech intelligibility metric. The compensation process may involve altering a processing of audio data and/or applying a non-audio-based compensation method. In some examples, altering the processing of the audio data does not involve applying a broadband gain increase to the audio signals. Some examples involve applying the compensation process in an audio environment. Other examples involve determining compensation metadata corresponding to the compensation process and transmitting an encoded content stream that includes encoded compensation metadata, encoded video data and encoded audio data from a first device to one or more other devices.

Abstract: Some implementations involve receiving a content stream that includes audio data, determining a content type corresponding to the content stream and determining, based at least in part on the Receiving, by a control system and via an interface system, a content stream that includes audio data content type, a noise compensation method. Some examples involve performing the noise compensation method on the audio data to produce noise-compensated audio data, rendering the noise-compensated audio data for reproduction via a set of audio reproduction transducers of the audio environment, to produce rendered audio signals, and providing the rendered audio signals to at least some audio reproduction transducers of the audio environment.

Abstract: A smart safety kit includes one or more medical products, a container configured to receive the medical products therein, an interface coupled to the container, a processor, and a memory. The container and the medicals product are separate and distinct. The memory is coupled to the container and includes instructions stored thereon that, when executed by the processor, cause the interface to communicate step-by-step medical instructions for administering treatment to a patient with the medical products.

Abstract: A method for supplying patients with medical equipment for remote medical interaction with healthcare providers is provided. The method includes storing a medical supply container within a storage assembly. The medical supply container including medical equipment. The method further includes receiving a first input through a user interface in communication with the storage assembly. The method also includes selectively providing access to the medical supply container based on the input received through the user interface to enable the medical supply container to be removed from the storage assembly for the use, repair, replacement, and/or cleaning of the medical supply container and/or the medical equipment included therein.

Abstract: A smart safety kit includes one or more medical products, a container configured to receive the medical products therein, an interface coupled to the container, a processor, and a memory. The container and the medicals product are separate and distinct. The memory is coupled to the container and includes instructions stored thereon that, when executed by the processor, cause the interface to communicate step-by-step medical instructions for administering treatment to a patient with the medical products.

Abstract: A smart safety kit includes one or more medical products, a container configured to receive the medical products therein, an interface coupled to the container, a processor, and a memory. The container and the medicals product are separate and distinct. The memory is coupled to the container and includes instructions stored thereon that, when executed by the processor, cause the interface to communicate step-by-step medical instructions for administering treatment to a patient with the medical products.

Abstract: A smart safety kit includes one or more medical products, a container configured to receive the medical products therein, an interface coupled to the container, a processor, and a memory. The container and the medicals product are separate and distinct. The memory is coupled to the container and includes instructions stored thereon that, when executed by the processor, cause the interface to communicate step-by-step medical instructions for administering treatment to a patient with the medical products.

Abstract: A smart safety kit includes one or more medical products, a container configured to receive the medical products therein, an interface coupled to the container, a processor, and a memory. The container and the medicals product are separate and distinct. The memory is coupled to the container and includes instructions stored thereon that, when executed by the processor, cause the interface to communicate step-by-step medical instructions for administering treatment to a patient with the medical products.