• DocumentCode
    3670799
  • Title

    Use of the entropy of a random process in audio matching tasks

  • Author

    Alain Manzo-Martínez;José A. Camarena Ibarrola

  • Author_Institution
    Instituto Tecnoló
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    We propose a method to extract a new audio feature which can be used in different audio matching tasks. We use entropy of a random process to estimate the level of information content per chroma of the signal, and we use it as a robust audio feature for different kinds of audio degradations. We have called it entropy-per-chroma. We compare in our experiments entropy-per-chroma against the popular chroma-based feature, since both features look alike in how they are computed and how they show the harmonic and melodic content of an audio-signal. To test the robustness of this new feature, we used audio-fingerprinting approach. Additionally, we tested it on a simple audio-to-audio matching system, using audio of two versions of a same rendition.
  • Keywords
    "Entropy","Robustness","Fingerprint recognition","Feature extraction","Degradation","Sensitivity analysis","Random processes"
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications and Signal Processing (TSP), 2015 38th International Conference on
  • Type

    conf

  • DOI
    10.1109/TSP.2015.7296439
  • Filename
    7296439