MMW 9/5/2004 d1t03

Waveforms and Spectra




Click on an image to enlarge

Note: if you are using IE 6 with a screen size of 800X600 or smaller and would like to see the enlarged image at full resolution there should be an icon in the lower right corner of the resized picture. You can also turn off image auto resizing in Tools->Internet Options->Advanced->Multimedia and then clearing the `enable automatic image resizing` checkbox. Or you could get yourself a real browser, ;).

440
Hz Sine Wave

For your reference, a 440 Hz sine wave at full amplitude. The waveform is graphed with time on the x-axis and the intensity of the signal on the y-axis. The energy is represented on a linear scale from 1 to -1 representing the 16 bits per sample of available data space/headroom in a standard CD quality recording.

440
Hz Sine -- Spectrum

This spectrograph is mapped differently than the spectra taken from the MMW track. The 440 Hz sine wave contains less information, therefore its details are more easily visible when the FFT window is widened and the y scale is reduced from 22.5 to 8 KHz.

The signal's spectrum is graphed with time on the x-axis and frequency on the y-axis. The intensity of the energy is represented through the use of color ranging from the grey background (0 amplitude) to blue (low intensity) to red (higher) to white (max amplitude).

440
Hz Sine Amp x1 dB -- Clipped

Here's the same sine wave amplified by 1 dB. About a dozen samples have been chopped off of each peak and trough. The flat peaks and troughs at unity gain (1 or -1) represent the portion of the signal that can not be contained in 16 bit samples.

This is what happens when the recording levels are set too high. Once lost the data is gone forever. Trying to fix a clipped signal requires some involved audio voodoo to reduce the amplitude, remove the white noise distortion caused by the flat peaks and reconstruct the lost information through interpolation.

When in doubt, it is always better to increase headroom than to risk level settings that are too hot. Any process used to `fix` a clipped signal will degrade sound quality more than the reduced signal (and therefore reduced data in the recorded track) that results from leaving the proper amount of headroom.

d1t03 waveform

The whole waveform of d1t03.

d1t03 spectrum

The whole spectrum.

Remember that this signal is graphed differently than the reference spectrum above. Here the y-axis ranges from 0 to 22.5 KHz. Additionally, the FFT window in this spectrograph is 8 times narrower.

Main clipped section highlighted

The main clipped section @ ~5:09 is highlighted in grey.

Main clipped section 1st closeup -- waveform

Closeup of main clipped section -- waveform.

Main clipped section 1st closeup -- spectrum

Closeup of main clipped section -- spectrum. Note the red peaks in the high frequencies (say, 16-22.5 KHz) @ 5:09.30 and 5:09.70, especially in the right channel.

Main clipped section amp x5 dB

Same section, digitally amplified by 5 decibels.

Main clipped section spectrum amp x5 dB

The spectrum of the section amplified by 5 dB. There is an overall increase in intensity, most notably in the high frequencies.

Main clipped section amp x10 dB

Amplified by 10 dB.

Main clipped section spectrum amp x10 dB

The spectrum amplified by 10 dB.

Main clipped section 2nd closeup -- waveform

Sample level zoom of the first clipped trough in the section. The circled trough has one sample clipped from the bottom.

This recording was made by including some sort of hardware limiter in the signal chain. When it detects a certain number of clipped samples in a row it quickly lowers the recording levels then returns them to their previous setting when the source's volume is reduced.

While this is convenient, purists find that brickwall limiters color the sound in a way that they prefer to avoid through careful setting and monitoring of their recording levels.

Main clipped section 3rd closeup -- waveform

Sample level zoom of the second group of clipped troughs, circled.

first
clipped peak amp x10 dB -- wave

Sample level zoom of first clipped section amplified by 10 dB. There are several peaks and troughs with multiple sample clips in this section. The distortion was audible on this track; even on my little computer speakers.




This page was created with free/open source software based on
the GNU/Linux operating system.  Feel free to copy and/or distribute
it non-commercially, so long as my work is credited to Barton Bosch,
and any alterations to the respective author.

The screenshots are taken from audio work done with Audacity, a
free/open source digital recording and editing utility.  Check it:
http://audacity.sourceforge.net/

The images were edited with The GIMP, a free/open source digital 
image manipulation package.  
http://www.gimp.org/

And this lo-tech web page was written with Quanta-Plus a free/open
source web development environment.
http://quanta.sourceforge.net/

Why free/open source software?  Empowerment, liberty, economics,
configurability, responsiveness -- for the common good.  

From the open source intiative home page:
http://www.opensource.org/


	"The basic idea behind open source is very simple: When
	programmers can read, redistribute, and modify the source
	code for a piece of software, the software evolves. People
	improve it, people adapt it, people fix bugs. And this can 
	happen at a speed that, if one is used to the slow pace of
	conventional software development, seems astonishing.

	We in the open source community have learned that this 
	rapid evolutionary process produces better software than 
	the traditional closed model, in which only a very few 
	programmers can see the source and everybody else must 
	blindly use an opaque block of bits."
 
	

You can test drive GNU/Linux with Knoppix (one of the many flavors
of the OS) -- this distro can run entirely from a CDROM without
installing anything on your hard drive or affecting your current
operating system.
http://www.knoppix.org/

Strangers to GNU/Linux who are interested in professional quality
audio should check out Planet CCRMA, a pro-audio optimized
sub-distribution which is based on Red Hat Linux. 
http://ccrma.stanford.edu/planetccrm a/software/


Forward ever, backward never! Enjoy the tunes.

Barton Bosch

"One good thing about music, when it hits you feel no pain."


                                --  Nesta Marley
                                    "Trenchtown Rock"


"I want to know what is going on on the inside,
 I want to know, I've got to know."

                              
                                -- Winston Rodney, The Burning Spear
                                   "The World Should Know"


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