IMPLEMENTATION OF UNSUPERVISED TOPIC SEGMENTATION IN A DATA COMMUNICATIONS ENVIRONMENT

摘要

A method is provided in one example embodiment and includes extracting sentences from data, which comprises a speech transcript; tokenizing the plurality of sentences to develop for each of the plurality of sentences a sentence vector and at least one feature vector; and performing topic segmentation on the speech transcript using the sentence vectors and feature vectors, the topic segmentation resulting in a listing of segments corresponding to the speech transcript. In certain embodiments, the feature vector may be at least one of a cue word feature vector, a speaker change feature vector, and a scene change feature vector.

主权项

1. A method, comprising:
extracting a plurality of sentences from data, which comprises a speech transcript; tokenizing the plurality of sentences to develop for each of the plurality of sentences a sentence vector and at least one feature vector; and performing topic segmentation on the speech transcript using the sentence vectors and feature vectors, wherein the topic segmentation is to result in a listing of segments corresponding to the speech transcript.