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soundgen (version 2.7.0)

.audSpectrogram: Auditory spectrogram per sound

Description

Internal soundgen function.

Usage

.audSpectrogram(
  audio,
  step = 1,
  dynamicRange = 80,
  filterType = c("butterworth", "chebyshev", "gammatone")[1],
  nFilters = 128,
  nFilters_oct = NULL,
  filterOrder = if (filterType == "gammatone") 4 else 3,
  bandwidth = NULL,
  bandwidthMult = 1,
  minFreq = 20,
  maxFreq = audio$samplingRate/2,
  minBandwidth = 10,
  output = c("audSpec", "audSpec_processed", "filterbank", "filterbank_env", "roughness"),
  plot = TRUE,
  plotFilters = FALSE,
  osc = c("none", "linear", "dB")[2],
  heights = c(3, 1),
  ylim = NULL,
  yScale = "bark",
  contrast = 0.2,
  brightness = 0,
  maxPoints = c(1e+05, 5e+05),
  padWithSilence = TRUE,
  colorTheme = c("bw", "seewave", "heat.colors", "...")[1],
  col = NULL,
  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

audio

a list returned by readAudio

step

step, ms (determines time resolution of the plot, but not of the returned envelopes per channel). step = NULL means no downsampling at all (ncol of output = length of input audio)

dynamicRange

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

filterType

"butterworth" = Butterworth filter butter, "chebyshev" = Chebyshev filter butter, "gammatone" = gammatone

nFilters

the number of filters between minFreq and maxFreq (determines frequency resolution, while yScale determines the location of center frequencies)

nFilters_oct

an alternative way to specify frequency resolution: the number of filters per octave

filterOrder

filter order (defaults to 4 for gammatones, 3 otherwise)

bandwidth

filter bandwidth, octaves. If NULL, defaults to ERB bandwidths as in gammatone

bandwidthMult

a scaling factor for all bandwidths (1 = no effect)

minFreq, maxFreq

the range of frequencies to analyze

minBandwidth

minimum filter bandwidth, Hz (otherwise filters may become too narrow when nFilters is high; has no effect if filterType = 'gammatone')

output

a list of measures to return. Defaults to everything, but this takes a lot of RAM, so shorten to what's needed if analyzing many files at once

plot

should a spectrogram be plotted? TRUE / FALSE

plotFilters

if TRUE, plots the filters as central frequencies ± bandwidth/2

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

yScale

determines the location of center frequencies of the filters

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'), matlab-type palette ('matlab'), or any palette from palette such as 'heat.colors', 'cm.colors', etc

col

actual colors, eg rev(rainbow(100)) - see ?hcl.colors for colors in base R (overrides colorTheme)

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