• 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