Computational Analysis of Sound Scenes and Events logo   Computational Analysis of Sound Scenes and Events
  • Feedback
     
    • Chapter 2
      • The Machine Learning Approach for Analysis of Sound Scenes and Events
    • Chapter 6
      • Datasets and evaluation
    • Chapter 8
      • Approaches to Complex Sound Scene Analysis
    • Chapter 9
      • Multiview approaches to event detection and scene analysis
    • Chapter 10
      • Sound sharing and retrieval
    • Chapter 11
      • Computational bioacoustics scene analysis

    Chapter 8

    Approaches to Complex Sound Scene Analysis

    Emmanouil Benetos, Dan Stowell, and Mark D. Plumbley

    Figure 8.4: Simulation illustrating EDHMM vs HMM

    View the Python source code for Figure 8.4 (download). To run it, you will need the following Python modules: numpy, matplotlib, and PyHSMM.

    Figure 8.6: NMF decomposition example

    View the Matlab source code for Figure 8.6 (download). To run it, you will need the following two audio recordings: alarm44.wav and doorslam006.wav.

    Chapter 8 References

    Download the BibTeX file containing references for Chapter 8.