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AssigneeInternational Business Machines Corporation
InventorsRahul P. Akolkar, Alexander M. Block, Manali J. Chanchlani, Kristi A. Farinelli
Estimating the term…
Accurate and concise summarization of a media production is achieved using cognitive analysis which groups segments of the production into clusters based on extracted features, selects a representative segment for each cluster, and combines the representative segments to form a summary. The production is separated into a video stream, a speech stream and an audio stream, from which the cognitive analysis extracts visual features, textual features, and aural features. The clustering groups segments together whose visual and textual features most closely match. Selection of the representative segments derives a score for each segment based on factors including a distance to a centroid of the cluster, an emotion level, an audio uniqueness, and a video uniqueness. Each of these factors can be weighted, and the weights can be adjusted in accordance with user input. The factors can have initial weights which are based on statistical attributes of historical media productions.
A method of providing a summary of a media production comprising:
A computer system comprising:
A computer program product comprising:
Dependencies are inferred from the claim text.