DocumentCode
2180940
Title
Bilingual audio-subtitle extraction using automatic segmentation of movie audio
Author
Tsiartas, Andreas ; Ghosh, Prasanta ; Georgiou, Panayiotis G. ; Narayanan, Shrikanth
Author_Institution
Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
fYear
2011
fDate
22-27 May 2011
Firstpage
5624
Lastpage
5627
Abstract
Extraction of bilingual audio and text data is crucial for designing Speech to Speech (S2S) systems. In this work, we propose an automatic method to segment multilingual audio streams from movies. In addition, the audio streams are aligned with the corresponding subtitles. We found that the proposed method gives 89% perfectly segmented bilingual audio and 6% partially segmented bilingual audio. In addition, the mapping of the audio to the corresponding subtitles has accuracy 91%.
Keywords
audio signal processing; speech processing; S2S systems; automatic segmentation; bilingual audio data; bilingual audio-subtitle extraction; movie audio; multilingual audio stream segmentation; speech to speech systems; text data; Accuracy; Acoustics; Conferences; Data mining; Motion pictures; Speech; Training; audio segmentation; bilingual movie audio; movie subtitle;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5947635
Filename
5947635
Link To Document