getPrior: Get prior for pitch candidates

View source: R/utilities_analyze.R

getPriorR Documentation

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)

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 Aug. 14, 2022, 5:05 p.m.