DocumentCode
3595993
Title
Generating metadata from acoustic and speech data in live broadcasting
Author
Sano, Masanori ; Sumiyoshi, Hideki ; Shibata, Masahiro ; Yagi, Nobuyuki
Author_Institution
NHK Sci. & Tech. Res. Labs., Tokyo, Japan
Volume
2
fYear
2005
Abstract
This paper describes a method to generate metadata for TV programs in real-time by utilizing acoustic and speech data in live broadcasting. Various styles of watching TV programs can be provided by using metadata related to the content of the program. The acoustic data to be processed in our case is crowd noise in a football (soccer) stadium, and the speech data is an announcer´s voice. The crowd noise is closely related to not only spectator emotions but also their attention and expectations. In other words, a part in which the crowd noise rises corresponds to an important event in the game. Because the crowd noise conveys no further information about what happened in the scene, the announcer´s voice, after speech-to-text conversion, is processed to extract further meaning. By combining these two processes of identifying and extracting, content-based segment metadata is generated automatically. This method was applied to generating metadata for six professional football games, by which its effectiveness was verified.
Keywords
audio signal processing; feature extraction; meta data; speech recognition; sport; content related segment metadata; football stadium crowd noise; live broadcasting acoustic data; live broadcasting speech data; meaning extraction; real-time TV program metadata generation; scene extraction; soccer announcer voice; spectator emotions; speech-to-text conversion; Acoustic noise; Data mining; Laboratories; Layout; Production; Speech enhancement; Speech processing; TV broadcasting; Watches; Yagi-Uda antennas;
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.2005.1415612
Filename
1415612
Link To Document