DocumentCode
2951614
Title
From text to speech summarization
Author
McKeown, Kathleen ; Hirschberg, Julia ; Galley, Michel ; Maskey, Sameer
Author_Institution
Columbia Univ., New York, NY, USA
Volume
5
fYear
2005
fDate
18-23 March 2005
Abstract
In this paper, we present approaches used in text summarization, showing how they can be adapted for speech summarization and where they fall short. Informal style and apparent lack of structure in speech mean that the typical approaches used for text summarization must be extended for use with speech. We illustrate how features derived from speech can help determine summary content within two ongoing summarization projects at Columbia University.
Keywords
feature extraction; speech recognition; text analysis; Columbia University; features; speech summarization; summary content; text summarization; Abstracts; Broadcasting; Data mining; Frequency; Humans; Natural languages; Speech coding; Speech recognition; Speech synthesis; Tides;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1416474
Filename
1416474
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