EUROSPEECH 2003 - INTERSPEECH 2003
8th European Conference on Speech Communication and Technology

Geneva, Switzerland
September 1-4, 2003

        

Automatic Summarization of Broadcast News Using Structural Features

Sameer Raj Maskey, Julia Hirschberg

Columbia University, USA

We present a method for summarizing broadcast news that is not affected by word errors in an automatic speech recognition transcription, using information about the structure of the news program. We construct a directed graphical model to represent the probability distribution and dependencies among the structural features which we train by finding the values of parameters of the conditional probability tables. We then rank segments of the test set and extract the highest ranked ones as a summary. We present the procedure and preliminary test results.

Full Paper

Bibliographic reference.  Maskey, Sameer Raj / Hirschberg, Julia (2003): "Automatic summarization of broadcast news using structural features", In EUROSPEECH-2003, 1173-1176.