Fitting ``bumps''

• Each formant is approximately Gaussian
• Can treat the power spectral density as a probability density function
• Can model a probability density function as mixture of Gaussians
  
  

  
Figure 43: A Mixture of Gaussians fit to a DFT magnitude spectrum