Event detection in short duration audio using Gaussian Mixture Model and Random Forest Classifier

@article{Kumar2013EventDI,
  title={Event detection in short duration audio using Gaussian Mixture Model and Random Forest Classifier},
  author={Anurag Kumar and Rajesh Mahanand Hegde and Rita Singh and Bhiksha Raj},
  journal={21st European Signal Processing Conference (EUSIPCO 2013)},
  year={2013},
  pages={1-5}
}
The amount of online multimedia files is increasing day by day with the ever increasing popularity of video sharing websites. This has led to a huge interest in content analysis of multimedia files. Audio being a major component of multimedia has the potential to help analyze different events occurring in a multimedia recording. In this paper we present an audio event detection mechanism based on Gaussian Mixture Model (GMM) and Random Forest Classifier. Experiments show that our proposed… CONTINUE READING

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