A system and method of predicting a user's most meaningful multimedia content includes enabling a sensing device on a user device in response to a user requesting a multimedia operation, performing the multimedia operation for a multimedia content, in response to the multimedia operation, identifying behavioral and interaction cues of the user with the sensing device substantially when the multimedia operation is being performed, updating a recommendation from a set of multimedia content including the multimedia content represented by the behavioral and interaction cues identified, and presenting the updated recommendation to the user.

A server receives a request to play a selected playlist from a first electronic device associated with a host listener. The playlist includes audio items having a common attribute. The server also receives an identity of a guest listener having a second electronic device and retrieves an indication of taste of the guest listener based on the received identity. The server selects an additional audio item based at least in part on the indication of taste of the guest listener and the common attribute of the audio items of the selected playlist, and incorporates the additional audio item into the selected playlist.

The present disclosure provides method and apparatus for providing a summary of a multimedia document in a session. In some implementations, a message may be received from a user in a session and the session is between the user and an electronic conversational agent. The multimedia document may be obtained based at least on the message. The emotion information in the multimedia document may be extracted. The summary of the multimedia document may be generated based at least on the message and the extracted emotion information. A response including the generated summary of the multimedia document may be provided to the user.

The present disclosure provides method and apparatus for providing a summary of a multimedia document in a session. In some implementations, a message may be received from a user in a session and the session is between the user and an electronic conversational agent. The multimedia document may be obtained based at least on the message. The emotion information in the multimedia document may be extracted. The summary of the multimedia document may be generated based at least on the message and the extracted emotion information. A response including the generated summary of the multimedia document may be provided to the user.

A server may communicatively couple to a user device and an instructor device. The server may receive location information from the user device. The location information may define visual content captured by the user device. The server may transmit the location information to the instructor device. The instructor device may present the visual content based on the received location information and receive input defining an instruction from an instructor. The server may receive instruction information defining the instruction from the instructor device. The server may transmit the instruction information to the user device. The user device may present the instruction overlaid on top of the visual content based on the received instruction information.

A non-transitory computer-readable medium includes computer-executable instructions that, when executed by at least one processor, may cause the at least one processor to retrieve a first training profile of a plurality of training profiles from a database, identify a plurality of index keywords in a respective training content of the first training profile, in which the respective training content includes audio data, video data, or both, and divide the first training profile into a plurality of sections based on the plurality of index keywords. Each of the plurality of sections is selectable for playback.

A podcast creation and publishing method for execution by a computer system that includes defining, via a graphical user interface, a transitional relationship between at least two media events of a plurality of media events, where a first media event and a second media event at least partially overlap. The method further includes updating corresponding metadata associated with the first and second media events to include the transitional relationship. The method further includes selecting, from a drop down menu displayed on the graphical user interface, an option to generate a podcast from the plurality of media events. The method further includes generating the podcast from the plurality of media events by retrieving the plurality of media events from the media event database along with the metadata, converting the plurality of media events and the metadata into a common format to produce the podcast, and distributing the podcast over a network.

Playback and distribution systems and methods for multimedia files are provided. The multimedia files are encoded with flags associated with the content data of the multimedia files. Through the use of the flags, playback of the content is enhanced without significantly increasing the file size of the multimedia file.

Embodiments described herein provide for extending media playback. In an example implementation, during playback of one or more first media items populated in a queue, a control system extends playback time of the queue. Extending playback time of the queue may involve determining when the one or more first media items will be finished playing; and before the first media items are finished playing, determining one or more second media items that correspond in substantial likeness to the one or more first media items and sending an instruction that causes the first playback device to insert the determined one or more second media items into the queue such that play time of the queue is extended.

Embodiments of system and method for performing object-modifying commands in an unstructured storage service are described. Embodiments may include utilizing one or more nodes to implement an unstructured storage service including a service interface configured to service data storage requests and data retrieval requests from remote clients. The unstructured storage service is configured to isolate access to each of multiple storage domains of the service to different clients. Embodiments may also include receiving from a given remote client, a request to store a data object to a given storage domain of the service. The request further specifying a command to modify source data for the object prior to storing the object. Embodiments may also include using the unstructured storage service to perform the command without exporting the source data from the unstructured storage service to the given remote client prior to completion of the command.