getPrior: Get prior for pitch candidates

In soundgen: Sound Synthesis and Acoustic Analysis

Get prior for pitch candidates

Description

Prior for adjusting the estimated pitch certainties in analyze. For ex., if primarily working with speech, we could prioritize pitch candidates in the expected pitch range (100-1000 Hz) and decrease our confidence in candidates with very high or very low frequency as unlikely but still remotely possible. You can think of this as a "soft" alternative to setting absolute pitch floor and ceiling. Algorithm: the multiplier for each pitch candidate is the density of prior distribution with mean = priorMean (Hz) and sd = priorSD (semitones) normalized so max = 1 over [pitchFloor, pitchCeiling]. Useful for previewing the prior given to analyze.

Usage

getPrior(
  priorMean,
  priorSD,
  distribution = c("normal", "gamma")[1],
  pitchFloor = 75,
  pitchCeiling = 3000,
  len = 100,
  plot = TRUE,
  pitchCands = NULL,
  ...
)

Arguments

priorMean, priorSD	specifies the mean (Hz) and standard deviation (semitones) of gamma distribution describing our prior knowledge about the most likely pitch values for this file. For ex., priorMean = 300, priorSD = 6 gives a prior with mean = 300 Hz and SD = 6 semitones (half an octave). To avoid using any priors, set priorMean = NA, priorAdapt = FALSE
distribution	the shape of prior distribution on the musical scale: 'normal' (mode = priorMean) or 'gamma' (skewed to lower frequencies)
pitchFloor, pitchCeiling	absolute bounds for pitch candidates (Hz)
len	the required length of output vector (resolution)
plot	if TRUE, plots the prior
pitchCands	a matrix of pitch candidate frequencies (for internal soundgen use)
...	additional graphical parameters passed on to plot()

Value

Returns a numeric vector of certainties of length len if pitchCands is NULL and a numeric matrix of the same dimensions as pitchCands otherwise.

See Also

analyze pitch_app

Examples

soundgen:::getPrior(priorMean = 150,  # Hz
                    priorSD = 2)      # semitones
soundgen:::getPrior(150, 6)
s = soundgen:::getPrior(450, 24, pitchCeiling = 6000)
plot(s, type = 'l')

soundgen documentation built on Sept. 12, 2024, 6:29 a.m.