• DocumentCode
    1377559
  • Title

    An Efficient Time–Frequency Method for Synthesizing Noisy Sounds With Short Transients and Narrow Spectral Components

  • Author

    Marelli, Damián ; Aramaki, Mitsuko ; Kronland-Martinet, Richard ; Verron, Charles

  • Author_Institution
    Sch. of Electr. Eng. & Comput. Sci., Univ. of Newcastle, Callaghan, NSW, Australia
  • Volume
    20
  • Issue
    4
  • fYear
    2012
  • fDate
    5/1/2012 12:00:00 AM
  • Firstpage
    1400
  • Lastpage
    1408
  • Abstract
    The inverse fast Fourier transform (IFFT) method is a time-frequency technique which was proposed to alleviate the complexity of the additive sound synthesis method in real-time applications. However, its application is limited by its inherent tradeoff between time and frequency resolutions, which are determined by the number of frequencies used for time-frequency processing. In a previous work, the authors proposed a frequency-refining technique for overcoming this frequency limitation, permitting achieving any time and frequency resolution using a small number of frequencies. In this correspondence we extend this work, by proposing a time-refining technique which permits overcoming the time resolution limitation for a given number of frequencies. Additionally, we propose an alternative to the frequency-refining technique proposed in our previous work, which requires about half the computations. The combination of these two results permits achieving any time and frequency resolution for any given number of frequencies. Using this property, we find the number of frequencies which minimizes the overall complexity. We do so considering two different application scenarios (i.e., offline sound design and online real-time synthesis). This results in a major complexity reduction in comparison with the design proposed in our previous work.
  • Keywords
    acoustic signal processing; fast Fourier transforms; inverse transforms; signal resolution; spectral analysis; time-frequency analysis; IFFT method; additive sound synthesis method; complexity reduction; frequency limitation; frequency resolution; frequency-refining technique; inverse fast Fourier transform method; narrow spectral components; noisy sounds synthesis; overall complexity; short transients; time resolution limitation; time-frequency method; time-frequency processing; time-frequency technique; time-refining technique; Complexity theory; Frequency synthesizers; Noise; Noise measurement; Time frequency analysis; Transient analysis; Vectors; Colored noisy signal; inverse fast Fourier transform (IFFT) sound synthesis; short transient signal;
  • fLanguage
    English
  • Journal_Title
    Audio, Speech, and Language Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1558-7916
  • Type

    jour

  • DOI
    10.1109/TASL.2011.2176334
  • Filename
    6082405