Description Usage Arguments Details Value Author(s) References Examples

Find the frequency response of a digital filter

1 2 |

`b` |
The moving-average (MA), numerator coefficients of the filter. |

`a` |
The autoregressive (AR), denominator coefficients of the filter. Please note that the leading 1 at a[0] is not assumed. |

`fs` |
The sampling frequency of the sound. If this is not given calculations are presented as if fs = 1. |

`add` |
If TRUE, the frequency response plot is added to an existing plot. |

`show` |
If TRUE, the frequency response of the estimated filter is plotted. |

`steps` |
The number of steps between zero and the Nyquist frequency. |

`...` |
Additional arguments are passed to internal plotting functions. |

This function plots (and optionally returns) the frequency response for the digital filter whose transfer function is determined by the numerator and denominator filter coefficients given in b and a.

A dataframe with two columns (frequency and response) that can be used to redraw the frequency response if required. The 'response' value corresponds to dB. magnitude below peak.

Santiago Barreda <sbarreda@ucdavis.edu>

Lyons, R. G. (2004). Understanding Digital Signal Processing (2nd ed.). Prentice Hall.

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 | ```
## make a synthetic vowel with a known set of formant frequencies
sound = vowelsynth (ffs = c(500,1500,2500,3500,4500),
fbw = c(30, 80, 150, 200, 220),f0 = 100, dur = 100)
plot (sound)
## let the LPC function estimate the filter used to generate the vowel
coeffs = lpc (sound, show = FALSE)
## compare frequency response of estimated filter to vowel spectrum
spectralslice (sound, col = 4, preemphasisf = 50)
freqresponse (1, coeffs, add = TRUE, fs = 10000)
## generate a sinc function
filt = sinc (seq (-15,15,1/2), normalized = TRUE)
## treat it as a low-pass FIR filter and inspect its frequency response
freqresponse (filt, 1)
``` |

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