Abstract: Accurate real time automatic detection of events in content of a data stream, such as a transition to a commercial block in the content of a broadcast audio/video data stream, relies on a trainable event classifier that operates on a well-balanced training set input to the classifier. The present disclosure provides a computer controlled method of operating a training tool for classifying events annotated in the content of a data stream. The training tool presents training samples comprising separators and corresponding descriptors that relate to trigger features obtained from variations in parameters of the annotated data stream, and derived features restoring relationships between various separators and corresponding descriptors.

Abstract: A method of and system for distributing a content item, having a plurality of segments. A composite content item is created by concatenating segments from different content items from different agencies. A segment of the composite content item may or may not already comprise a previously embedded segment watermark carrying a previously embedded segment payload. The method comprises determining if the segment already comprises a previously embedded segment watermark, and if so, logging the previously embedded segment payload in a watermark transaction log associated with the new segment payload; otherwise, embedding the new segment payload as a watermark in the segment. In the case that the segment already comprises a previously embedded segment payload, the previously embedded payload is logged in a watermark transaction log, and the previously embedded segment payload is replaced with a new segment watermark that represents the new segment payload.

Abstract: A method of and system for distributing a content item, having a plurality of segments. A composite content item is created by concatenating segments from different content items from different agencies. A segment of the composite content item may or may not already comprise a previously embedded segment watermark carrying a previously embedded segment payload. The method comprises determining if the segment already comprises a previously embedded segment watermark, and if so, logging the previously embedded segment payload in a watermark transaction log associated with the new segment payload; otherwise, embedding the new segment payload as a watermark in the segment. In the case that the segment already comprises a previously embedded segment payload, the previously embedded payload is logged in a watermark transaction log, and the previously embedded segment payload is replaced with a new segment watermark that represents the new segment payload.