Look Who's Talking: Speaker Detection using Video and Audio Correlation

@inproceedings{Cutler2000LookWT,
  title={Look Who's Talking: Speaker Detection using Video and Audio Correlation},
  author={Ross Cutler and Larry S. Davis},
  booktitle={IEEE International Conference on Multimedia and Expo},
  year={2000}
}
The visual motion of the mouth and the corresponding audio data generated when a person speaks are highly correlated. This fact has been exploited for lip/speechreading a nd for improving speech recognition. We describe a method of automatically detecting a talking person (both spatiall y and temporally) using video and audio data from a single microphone. The audio-visual correlation is learned using a TDNN, which is then used to perform a spatio-temporal search for a speaking person… CONTINUE READING
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