dot-getSurprisal: Get surprisal per sound

.getSurprisalR Documentation

Get surprisal per sound

Description

Internal soundgen function called by getSurprisal.

Usage

.getSurprisal(
  audio,
  step,
  winSurp,
  yScale = c("bark", "mel", "log")[1],
  nFilters = 64,
  dynamicRange = 80,
  minFreq = 20,
  maxFreq = audio$samplingRate/2,
  plot = TRUE,
  osc = c("none", "linear", "dB")[2],
  heights = c(3, 1),
  ylim = NULL,
  contrast = 0.2,
  brightness = 0,
  maxPoints = c(1e+05, 5e+05),
  padWithSilence = TRUE,
  colorTheme = c("bw", "seewave", "heat.colors", "...")[1],
  extraContour = NULL,
  xlab = NULL,
  ylab = NULL,
  xaxp = NULL,
  mar = c(5.1, 4.1, 4.1, 2),
  main = NULL,
  grid = NULL,
  width = 900,
  height = 500,
  units = "px",
  res = NA,
  ...
)

Arguments

step

step, ms (determines time resolution). step = NULL means no downsampling at all (ncol of output = length of input audio)

winSurp

surprisal analysis window, ms

yScale

scale of the frequency axis: 'linear' = linear, 'log' = logarithmic (musical), 'bark' = bark with hz2bark, 'mel' = mel with hz2mel, 'ERB' = Equivalent Rectangular Bandwidths with HzToERB

nFilters

the number of filters (determines frequency resolution)

dynamicRange

dynamic range, dB. All values more than one dynamicRange under maximum are treated as zero

minFreq, maxFreq

the range of frequencies to analyze

plot

if TRUE, plots the auditory spectrogram and the suprisalLoudness contour

osc

"none" = no oscillogram; "linear" = on the original scale; "dB" = in decibels

heights

a vector of length two specifying the relative height of the spectrogram and the oscillogram (including time axes labels)

ylim

frequency range to plot, kHz (defaults to 0 to Nyquist frequency). NB: still in kHz, even if yScale = bark, mel, or ERB

contrast

spectrum is exponentiated by contrast (any real number, recommended -1 to +1). Contrast >0 increases sharpness, <0 decreases sharpness

brightness

how much to "lighten" the image (>0 = lighter, <0 = darker)

maxPoints

the maximum number of "pixels" in the oscillogram (if any) and spectrogram; good for quickly plotting long audio files; defaults to c(1e5, 5e5)

padWithSilence

if TRUE, pads the sound with just enough silence to resolve the edges properly (only the original region is plotted, so the apparent duration doesn't change)

colorTheme

black and white ('bw'), as in seewave package ('seewave'), or any palette from palette such as 'heat.colors', 'cm.colors', etc

extraContour

a vector of arbitrary length scaled in Hz (regardless of yScale!) that will be plotted over the spectrogram (eg pitch contour); can also be a list with extra graphical parameters such as lwd, col, etc. (see examples)

xlab, ylab, main, mar, xaxp

graphical parameters for plotting

grid

if numeric, adds n = grid dotted lines per kHz

width, height, units, res

graphical parameters for saving plots passed to png

...

other graphical parameters


soundgen documentation built on Aug. 14, 2022, 5:05 p.m.