Title :
Audio and video signatures for synchronization
Author :
Radhakrishnan, Regunathan ; Terry, Kent ; Bauer, Claus
Author_Institution :
Dolby Labs. Inc., San Francisco, CA
fDate :
June 23 2008-April 26 2008
Abstract :
We propose a framework based on signatures extracted from audio and video streams for automatically measuring and maintaining synchronization between the two streams. The audio signature is based on projections of a coarse representation of the spectrogram onto random vectors. The video signature is based on projections of a coarse representation of the difference image between two consecutive frames onto random vectors. The time alignment present at the signature generator between the two streams is recorded by combining audio and video signatures into a combined synchronization signature. At the detector after video and audio streams go through different processing operations, we extract the signatures again. The signatures extracted before and after processing from the audio and the video are compared independently using a Hamming distance based correlator to estimate the relative misalignment introduced due to processing in each of the streams. Then, the estimated relative misalignment between the audio and video streams is used to preserve the same alignment between the streams that was present before processing. Our experimental results show that we can achieve > 93.0% accuracy in synchronization.
Keywords :
audio signal processing; synchronisation; video signal processing; Hamming distance; audio signature; consecutive frames onto random vectors; difference image; signature generator; spectrogram onto random vectors; synchronization; video signatures; Correlators; Data mining; Delay estimation; Detectors; Hamming distance; Laboratories; Spectrogram; Streaming media; Video signal processing; Watermarking;
Conference_Titel :
Multimedia and Expo, 2008 IEEE International Conference on
Conference_Location :
Hannover
Print_ISBN :
978-1-4244-2570-9
Electronic_ISBN :
978-1-4244-2571-6
DOI :
10.1109/ICME.2008.4607743