• DocumentCode
    2418662
  • Title

    A speech-video synchrony quality metric using CoIA

  • Author

    Wei Yaodu ; Xie Xiang ; Kuang Jingming ; Han Xinlu

  • Author_Institution
    Dept. of Electron. Eng., Beijing Inst. of Technol., Beijing, China
  • fYear
    2010
  • fDate
    13-14 Dec. 2010
  • Firstpage
    173
  • Lastpage
    177
  • Abstract
    A quality model was built to assess the influence of speech-video asynchrony on the audio-visual quality perception. The audio-visual contents were separated into two categories: “speaker inside” and “speaker outside”, depending on whether the speaker is inside the video. For the first category, speech was shifted in a small scale. DCT and MFCC coefficients were calculated from video and speech separately. A Co-inertia Analysis (CoIA) was used to decide the speech-video correlation, and as the speech progressively shifts, a correlation curve emerged. The curve was modeled by an Gaussian function, and then the function was used to predict the perceptual quality. On the other hand, a Gaussian curve was used to predict the perceptual quality of the “speaker outside” category. A subjective test proved the effectiveness of the proposed method.
  • Keywords
    Gaussian processes; audio-visual systems; correlation methods; discrete cosine transforms; speech processing; video signal processing; COIA; DCT coefficient; Gaussian function; MFCC coefficient; audio visual content; audio visual quality perception; coinertia analysis; correlation curve; speech video correlation; speech video synchrony quality; Correlation; Hidden Markov models; Mouth; Speech; Streaming media; Synchronization; Audio-visual quality; QVGA; asynchrony; co-inertia analysis; speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Packet Video Workshop (PV), 2010 18th International
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-9522-1
  • Electronic_ISBN
    978-1-4244-9520-7
  • Type

    conf

  • DOI
    10.1109/PV.2010.5706835
  • Filename
    5706835