Abstract: A method for facilitating a timed video call comprising receiving a request from a host on a first user device to initiate a timed video call with one or more guests on one or more second user devices, the request including a configuration for a queue, wherein the queue determines an order and time for the one or more guests to speak during the timed video call, and streaming video and audio between the first user device and a given one of the one or more second user devices based on the queue, the streamed video and audio rendered on a call interface, the call interface comprising a timer ribbon including a host portion indicator corresponding to a first length of time, a guest portion indicator corresponding to a second length of time, and an indicator for a next one of the one or more guests on the queue.

Abstract: While a first playback device is a member of a synchronous media playback group with a second playback device using a first media playback protocol, and after a particular playback setting is enabled using the first media playback protocol, the first playback device receives, from a media source device, a first media stream using a second media playback protocol. The first and second media playback protocols are incompatible. The first playback device determines that the particular playback setting is enabled and that the synchronous media playback group includes the first playback device and the second playback device. Subsequently, the first playback device (i) generates a second media stream based on the received first media stream, the second media stream including information for synchronous playback with the first playback device, and (ii) transmits, to the second playback device, the second media stream using the second media playback protocol.

Abstract: One example system for displaying immersive scenes includes a processor and at least one memory device. The memory device includes instructions that are executable by the processor to cause the processor to receive a collection of metadata associated with an immersive scene, identify each of a plurality of properties of the immersive scene based on the collection of metadata, receive a dynamic immersive background, receive a plurality of video streams associated with a video conference, and display each of the plurality of video streams in the immersive scene based at least in part of the plurality of properties of the immersive scene and on the dynamic immersive background.

Abstract: A device for locating a noise occurring in a steering system includes: a sound receiving unit detecting noise occurring in a steering system; a processing unit inputting data on the noise in the steering system into a neural network model that performs learning in advance and locating a position or a component at which the noise occurs in the steering system, the noise being detected by the sound receiving unit; and a storage unit in which the neural network model that performs the learning in advance is stored.

Abstract: The present disclosure is generally related to inserting supplemental audio content into primary audio content via digital assistant applications. A data processing system can maintain an audio recording of a content publisher and a content spot marker to specify a content spot that defines a time at which to insert supplemental audio content. The data processing system can receive an input audio signal from a client device. The data processing system can parse the input audio signal to determine that the input audio signal corresponds to a request and can identify the audio recording of the content publisher. The data processing system can identify, responsive to the determination, a content selection parameter. The data processing system can select an audio content item using the content selection parameter. The data processing system can generate and transmit an action data structure including the audio recording inserted with audio content item.

Abstract: A method of videoconferencing comprises displaying an image of a remote user on a display and capturing an image of a local user at a user position in front of the display. The at least one camera is located at a camera position behind the display. The method comprises modifying an image to be displayed based on the camera position of the at least one camera with respect to the display and based on the user position of the local user with respect to the display.

Abstract: The present document relates to methods and apparatus for rendering input audio for playback in a playback environment. The input audio includes at least one audio object and associated metadata, and the associated metadata indicates at least a location of the audio object. A method for rendering input audio including divergence metadata for playback in a playback environment comprises creating two additional audio objects associated with the audio object such that respective locations of the two additional audio objects are evenly spaced from the location of the audio object, on opposite sides of the location of the audio object when seen from an intended listener's position in the playback environment, determining respective weight factors for application to the audio object and the two additional audio objects, and rendering the audio object and the two additional audio objects to one or more speaker feeds in accordance with the determined weight factors.

Abstract: An illustrative video conference management system monitors an encoded video stream corresponding to an original real-time video stream of a video conference meeting. The video conference management system determines context data associated with one or more encoded video frames of the encoded video stream. The context data includes at least one of an encoder metric or a content attribute that indicates an encoding complexity level of the original real-time video stream. The video conference management system adjusts one or more encoded video streams corresponding to the original real-time video stream based on the context data. Corresponding methods and systems are also disclosed.

Abstract: An example apparatus for generating real-time director's cuts includes a number of cameras to capture videos of a plurality of participants in a scene. The apparatus also includes a number of microphones to capture audio corresponding to each of the number of participants. The apparatus further includes a role-centric evaluator to receive views-of-participants and a role for each of the participants and rank the views-of-participants based on the roles. Each of the views-of-participants are tagged with one of the participants. The apparatus further includes a view broadcaster to display a highest ranking view-of-participant stream.

Abstract: Techniques are described for compressing data using machine learning systems and tuning machine learning systems for compressing the data. An example process can include receiving, by a neural network compression system (e.g., trained on a training dataset), input data for compression by the neural network compression system. The process can include determining a set of updates for the neural network compression system, the set of updates including updated model parameters tuned using the input data. The process can include generating, by the neural network compression system using a latent prior, a first bitstream including a compressed version of the input data. The process can further include generating, by the neural network compression system using the latent prior and a model prior, a second bitstream including a compressed version of the updated model parameters. The process can include outputting the first bitstream and the second bitstream for transmission to a receiver.

Abstract: Techniques for providing trust and safety functionality during virtual meetings are provided. In an example, a method includes establishing a video conference between client devices. The method includes receiving, from a first client device of the client devices, a stream corresponding to the video conference and including one or more items of content. The method further involves applying, to the stream, a machine learning model that is trained to identify inappropriate or harmful content in the stream. The method further includes determining, via the machine learning model, that an item of content in the stream is inappropriate or harmful. The method further includes editing the stream to remove the item of content. The method further includes transmitting the edited stream to the client devices.

Abstract: A videoconference among a plurality of participants may be hosted, wherein the plurality of participants comprise Internet Protocol (IP)-connected participants and a Public Switched Telephone Network (PSTN)-connected participant. The IP-connected participants may send and receive audio content and video content of the videoconference via IP-based connections. The PSTN-connected participant may send and receive the audio content of the videoconference via a PSTN connection. Additional content from the videoconference may also be transmitted to the PSTN-connected participant, for example as text messages via the PSTN connection. The additional content may include, for example, images of a videoconference screen share, chat posts, polls, and the like. Images may be transmitted in the additional content based on video status change events, such as switching slides or pages in a screen share.

Abstract: A method for a video communication system for a rideshare system includes conducting at least a portion of a video communication session involving a passenger using at least one exterior audio/video component on an exterior surface of an AV dispatched to a designated location; and transferring the video communication session to at least one interior audio/video component on an interior of the AV.

Abstract: One example method includes receiving configuration information for a virtual expo, the configuration information includes information associated with one or more virtual expo booths; generating a virtual expo floor based on the one or more virtual expo booths; establishing a virtual meeting comprising the virtual expo; receiving requests to join the virtual expo from a plurality of client devices; joining each client device of the plurality of client devices to the virtual meeting; providing, to each joined client device, information describing the virtual expo floor and locations of each of the one or more virtual expo booths; providing a location of a respective participant avatar on the virtual expo floor; receiving, from a first client devices, a selection of a first virtual expo booth; and join the first client device to a second virtual meeting associated with the first expo booth.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media relate to a method for providing an active pane within a communication platform. The system displays video of a video conference with one or more participants. A view menu is configured to receive selection of a view layout. Selection of an active pane view may be received via the view menu. The system may display a draggable active pane. A drag input from the user is received to move the active pane to a new location on screen near a camera capturing video of the user in the video conference. The system displays the active pane on the screen at the new location near the camera.

Abstract: A system and method for managing a conference call using a selective transmission unit (STU) to manage multiple client devices participating in the conference call. In one example, the STU uses video transmission parameters and video reception parameters from each of the client devices to control which video streams are sent by the client devices to the STU. The STU then sends particular received video streams to each of the client devices based on the video reception parameters of the respective client device.

Abstract: A method includes: determining, by a videoconference server, a level of tolerated risk for a videoconference between a presenter and an attendee; obtaining, by the videoconference server, sensor data from at least one sensor at a location where a user device of the attendee displays the videoconference; generating, by the videoconference server, a current risk score based on the sensor data; determining, by the videoconference server, the current risk score exceeds the level of tolerated risk; and presenting, by the videoconference server and in response to the determining the current risk score exceeds the level of tolerated risk, an alert to the presenter of the videoconference.

Abstract: This disclosure is directed to facilitating voice and video communication between users independent of a location or a device. A communication request can specify users, who may be identified and located in their respective environments. For example, users can be identified and located using facial recognition imaging techniques and/or by monitoring a radio frequency (RF) signal associated with a device that is carried or worn by a user. After determining a location of a user, individual devices can be configured as a functionally grouped device to allow the users to communicate. For example, capabilities of a television, microphone, speaker, and imaging device can be combined to allow a video communication between users. Further, as a user moves around his or her environment, the location of the user can be tracked and additional functionally grouped devices can be provided for seamless communication.

Abstract: Embodiments provide a method and system for audio generation from contextual text input is provided. The disclosure gives due importance to the granularity of the content. The system allows the user to specify the properties of the audio to be generated. Here, context is used to identify the importance of a particular sound over the others and thus automatic adjustments of the audio output to give a more realistic feel. The system generates dataset for training audio models. The user can give input query in natural language and the audio requested will be generated for training and developing the necessary classification or other necessary audio models. The system provides a feature of automated fine-tuning of the model parameters to suit the new automatically collected training data. Furthermore, the system provides a pre-trained inbuilt model repository with audio models belonging to the main categories of noises.

Abstract: A system can automatically adjust a virtual background used by a participant in a video conference to match lighting level conditions present in a foreground of a participant video stream captured at a participant device. The matching can be done by adjusting one or more virtual background parameters, including but not limited to, exposure, brightness, contrast, and ISO. In some implementations, the system can dynamically or automatically adjust the lighting levels of the virtual background based on changes that may occur to the lighting level of the foreground during the video conference.