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RE: Nyquist Frequency (was Re: Looperlative LP1 - sample rate)
Excellent. I actually understood you and learned something!!
> [Original Message]
> From: jondrums <firstname.lastname@example.org>
> To: <Loopers-Delight@loopers-delight.com>
> Date: 12/15/2005 3:21:56 PM
> Subject: Nyquist Frequency (was Re: Looperlative LP1 - sample rate)
> > Even though higher frequencies are indeed possible with a 192K
> > sampling rate, it also means
> > that each waveform has more samples representing it, thus higher
> > I never did understand
> > how the Nyquist theorum could claim fidelity in the upper end by only
> > having two samples per
> > waveform. Seems to me like you wouldn't be able to distinguish a
> > from a sine from a
> > square wave if you only sampled at twice the highest frequency.
> Stephen - It is my understanding that the Nyquist theorum actually
> specifies the theoretical maximum frequency that can be represented with
> digital signal. It says nothing of the quality of that representation.
> There's a key issue that makes the nyquist theorum all important to the
> conversion process - frequencies higher than the Nyquist freq. will
> themselves in the resultant digital signal as much lower frequency
> That noise is basically garbage and is nearly unpredictable.
> Furthermore, frequencies that are close to but still less than the
> frequency will be represented, however the amplitude of the
> will vary over time based on the _difference_ in frequencies. How much
> output varies in amplitude is a more complex equasion - important thing
> that frequencies close to the Nyquist freq. (even though they are still
> than) will be VERY distorted but will still be represented "perfectly
> in-tune". Example: 48KHz digital A/D converter could capture a 23KHz
> sine wave, and output a 23KHz sine wave whose amplitude varies at 1Khz -
> would hear that 1Khz signal for sure!
> So this is a long story to explain the real meat of the issue - LOW PASS
> FILTERING. Any digital audio capture system must have low pass
> before the A/D converter. Ideally you would like to make sure that
> absolutely no signals whose frequency is greater than the Nyquist
> can be input to the A/D converter - because those will just cause
> garbage noise out the other end. You also want to roll off frequencies
> are close to the Nyquist frequency, because though could create ugly
> noise too even though they will be represented somewhat. These filters
> called anti-aliasing filters and every digital audio system has them.
> The thing about filters is that even the most expensive filters don't
> off sharply at a certain frequency - instead they "roll off" slowly
> at 0Hz and gradually roll off more and more as the frequency goes up.
> People refer to the "cut-off" frequency of a filter, but be aware that
> is just the frequency at which the sound is sufficiently attenuated so
> its much quiter than the original signal. This means that a simple
> with cutoff frequency of 20KHz still passes 22KHz signals they're just
> quiet. It also means that this filter is rolling off your 18KHz signals
> too. The more money a manufacturer spend on the filter design and
> implimentation, the "steeper" it is, but none can be infinately steep.
> So you've got to set your anti-aliasing filter well below the nyquist
> frequency to be sure that nothing above the nyquist freq. of significant
> volume can get through to the A/D converter. If you don't have a lot of
> money to spend on anti-aliasing filters (and most music equipment falls
> this catagory) you use an off-the-shelf filter solution which doesn't
> very steep filtering (and therefore has a cutoff freq. well below the
> nyquist freq.). This cheap filter will roll off frequencies well below
> cutoff freq. too. This could be what most people are hearing when
> say 44.1KHz digital doesn't sound good.
> Ok, tired yet??? Well how about this one here - Time to learn about
> anti-imaging filters. This is just about the same thing as an
> filter, but its on the other side of things - the outputs. Every
> that uses digital audio has to have one. Typically it will be a similar
> identical low pass filter to the anti-aliasing filter on the input.
> further "rolls-off" some of the high end of your signal (even stuff
> the Nyquist freq. - same as above).
> As a side note - the anti-imaging filter is the reason why you can buy a
> really high end CD player and it can actually sound much better than a
> crappy one even though both are using the exact same digital content.
> (There are other reasons like upsampling though too) Same with sound
> mixing desks, ect. That's why a lot of people use SPDIF and do the
> conversion only once on a high quality audio system.
> All of these things lead me to believe that even the most high quality
> digital audio system can only do a very good job of representing
> less than about 1/3 of the sampling frequency. This means that I
> 44.1KHz digital audio systems can represent up to 14.7KHz very well.
> probably fine for most of the public, but there are many people who can
> this. I believe that 48KHz is a pretty significant improvement with
> ability to represent frequencies up to 16KHz quite well. This is
> right around the actual threshold of most human beings and above this
> to become somewhat esoteric and specialized. (keep in mind though that
> supports 192KHz - so its not THAT esoteric -smile-).
> If you got this far you don't need this link, but here is a decent
> explaination of some of this with diagrams:
> upsampling on high end cd players: