In some examples, closed loop monitoring based privileged access control may include identifying a ticket that includes a specification of an incident that is to be remedied and determining an intent of the ticket. A privileged access command library may be analyzed to determine a plurality of privileged access steps that can be performed to remedy the incident. A source file associated with procedures that were performed to remedy the incident may be analyzed. A plurality of events may be identified using the source file and filtered based on the plurality of privileged access steps that can be performed to remedy the incident. At least one event that includes at least one other privileged access step that is not one of the plurality of privileged access steps that can be performed to remedy the incident may be identified, and instructions may be generated to remedy the identified event.

Presented herein are systems, methods, and datasets for automatically and precisely generating highlight or summary videos of content. In one or more embodiments, the inputs comprise a text (e.g., an article) of the key event(s) (e.g., a goal, a player action, etc.) in an activity (e.g., a game, a concert, etc.) and a video or videos of the activity. In one or more embodiments, the output is a short video of an event or events in the text, in which the video may include commentary about the highlighted events and/or other audio (e.g., music), which may also be automatically synthesized.

Methods and apparatus related to identifying a video for completing a task and determining a plurality of video segments of the identified video based on one or more attributes of the task. A task and a plurality of how-to videos related to the task may be identified. A how-to video may be selected and a plurality of video segments of the selected how-to video may be determined. One or more video segments may be associated with one or more task attributes that relate to performing the task. The selected video may be provided to a user and segmented, indexed, and/or annotated based on the associated video segments. In some implementations a given object utilized in performing the task may be identified and one or more video segments corresponding to the given object may be identified and/or provided to the user.

The present disclosure provides examples of a method and apparatus for processing a video, a device and a storage medium. The method may include: acquiring a target video and a target comment of the target video; recognizing a picture in the target video to obtain text information of the picture; determining a target comment matching a content of the text information; and inserting, in response to displaying the picture in the target video, the target comment matching the content in a form of a bullet screen.

A process identifies a search query spike from queries submitted by users during a first span of time, which is less than a predefined duration. The spike corresponds to a set of queries identified as equivalent. The frequency of submitting queries from the set during the first time span exceeds the frequency of submitting queries from the set during an average span of time. The process correlates the spike to a broadcast video program by matching terms from the set of search queries to subtitle terms appearing in the video program at a first location. The first location in the video program was broadcast within a predefined time before the first span of time. The process receives notification from a user device indicating user interest in the video program. The process transmits to the user device search results corresponding to some search queries from the set of search queries.

One or more frames sampled from a media item of an event that is concurrently being streamed to one or more users of a content delivery platform are received. The one or more frames are analyzed to identify one or more candidate event clocks within the one or more frames. Whether a candidate event clock of the one or more candidate event clocks satisfies one or more conditions for each of the one or more frames is determined. Responsive to determining that the candidate event clock of the one or more candidate event clocks satisfies the one or more conditions, the candidate event clock is identified as an actual event clock used to time the event and mapping data that maps the actual event clock to a timestamp associated with a respective frame of the one or more frames of the media item is generated.

A software system of some embodiments allows automatic logging, organization, transcription, and/or subtitling/captioning of audio/video content. User selected audio/video content is automatically transcribed. Instances and recurrences of events are automatically identified within transcripts and their corresponding clips. Recurrences of events can be automatically identified based on user identification of instances. Identifications within transcripts/clips can be automatically demarcated and logically or systematically arranged, categorized, classified, labelled, marked, grouped, and/or organized into audio/video sequences by the software system. Categorization, classification, labelling, and/or marking can be applied from transcript data, file names, order of identification occurrence, custom text, and/or analysis of audio and/or video content using AI. Transcripts can be displayed in arrangement and/or amalgamation to match the arrangement of their corresponding clips in an audio/video sequence. Subtitles/captions are automatically generated from transcripts or amalgamated arrangements of transcripts.

A display system includes circuitry that displays, on a display, a record of a communication in a form of a video created based on screen information and surrounding image information. The screen information has been displayed by a teleconference application on a communication terminal participating in the communication and acquired by an information recording application. The surrounding image information has been acquired by a device and represents an image of surroundings around the device. The circuitry displays the surrounding image information, talker image information cut out from the surrounding image information a person speaking in the communication, and the screen information.

User experience parameters are applied in formatting results to a query for presentation. The user experience parameters correspond to at least one particular subject related to the query.

Disclosed are systems and methods for summarizing content or preparing missed portions of content based on natural language queries. A natural language query can be received. One or more portions of summarized or missed content can be determined based on the natural language query, and transmitted to a user device.