Detecting novel objects in acoustic scenes through classifier incongruence

@inproceedings{Bach2010DetectingNO,
  title={Detecting novel objects in acoustic scenes through classifier incongruence},
  author={J{\"o}rg-Hendrik Bach and J{\"o}rn Anem{\"u}ller},
  booktitle={INTERSPEECH},
  year={2010}
}
In this study, a new generic framework for the detection and interpretation of disagreement (“incongruence”) between different classifiers [1] is applied to the problem of detecting novel acoustic objects in an office environment. Using a general model that detects generic acoustic objects (standing out from a stationary background) and specific models… CONTINUE READING