Skip to content

Instantly share code, notes, and snippets.

@companygardener
Created July 22, 2010 22:27
Show Gist options
  • Save companygardener/486711 to your computer and use it in GitHub Desktop.
Save companygardener/486711 to your computer and use it in GitHub Desktop.
#!/user/bin/env ruby
require 'rubygems'
require 'wavefile'
require 'fftw3'
require 'fastercsv'
w = WaveFile.open('sample.wav')
samples = w.sample_data[0, [w.sample_rate * 10, w.sample_data.size].min]
duration = samples.size / w.sample_rate
na = NArray.float(2, samples.size)
samples.each_with_index do |v, i|
na[0, i - 1] = i.to_f / w.sample_rate.to_f
na[1, i - 1] = v
end
fa = FFTW3.fft(na)
fa = fa.real.abs # you probably need absolute values for magnitudes of a frequency to make sense
FasterCSV.open('output.csv', 'w') do |csv|
0.upto((fa.total / fa.dim) - 1) do |i|
csv << fa[true, i].to_a
end
end
@dbrady
Copy link

dbrady commented Nov 12, 2010

Ran into a weird bug using this code. FYI, if you get this error:

fouriertest.rb:16:in []=': end-index=2 is out of dst.shape[0]=2 (IndexError) from fouriertest.rb:16 from /Users/dbrady/.rvm/rubies/ruby-1.8.7-p249/lib/ruby/site_ruby/1.8/rubygems/custom_require.rb:36:ineach_with_index'
from fouriertest.rb:14:in each' from fouriertest.rb:14:ineach_with_index'
from fouriertest.rb:14

It's because the wavefile you're processing is in stereo. On line 16, v is actually a pair of values, [left, right]. To process just the left channel, change line 14 to read

na[1, i - 1] = v[0]

Also, each_with_index starts at 0; using i-1 as the index puts the first sample at the end of the NArray. There is no observable effect from this since you're ALSO putting the first timestamp at the end of the NArray, and Fourier doesn't care about element order. :-)

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment