Article View: comp.sys.amiga.tech
Article #9730Re: 2 More Questions
From: Robert Eachus
Date: Thu, 08 Sep 1988 18:28
Date: Thu, 08 Sep 1988 18:28
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2280 bytes
In article <8809071942.AA05026@cory.Berkeley.EDU> dillon@CORY.BERKELEY.EDU (Matt Dillon) writes:
>>> QUESTION#2) Is it possible with software and hardware capabilities
>>> to digitize a song and have the computer convert the
>>> wavelengths into notes/sheetmusic and then print it
>>> out?
>
> This is strictly a (read: major math) processing thing and is not
>dependant on the particular graphics or sound capabilities for any computer.
> Maybe on a mainframe, if it's possible at all!
> -Matt
This would certainly be doable on an Amiga (not in real-time of
course), and it would be a lot of fun (and a lot of work). First
digitize the signal, then do a sequential FFT with a sliding window
128 samples long. Use this to decide when new notes begin. (Look
every 16 samples or so to see if succesive power spectra are
proportional (same note increasing or decreasing) or not.
Now transform each sample interval determined above using a
larger number of samples. Determine the lowest fundamental frequency,
and any notes within an octave above it. Use templates (transforms of
samples of a single instrument playing a single note) to do a linear
regression best fit to match notes being played to the instruments
playing them. Analyze the residues for notes in the next highest
octave and refit if necessary.
Do any ADSR (attack, delay, sustain, release) analysis necessary
to determine when each particular note ends, and you have all the
information necessary to print the music (and to reconstruct it and
subtract the power spectra) to make sure you got it right.
Robert I. Eachus
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Path: arc1-ca.pugleaf.net!utzoo!attcan!uunet!lll-winken!lll-tis!ames!husc6!linus!mbunix!eachus From: eachus@mitre-bedford.ARPA (Robert Eachus) Newsgroups: comp.sys.amiga.tech Subject: Re: 2 More Questions Summary: Yes, it is doable Keywords: fft, regression, time-series analysis Message-ID: <39616@linus.UUCP> Date: 8 Sep 88 18:28:59 GMT References: <8809071942.AA05026@cory.Berkeley.EDU> Sender: news@linus.UUCP Reply-To: eachus@mitre-bedford.arpa (Robert I. Eachus) Organization: The MITRE Corporation, Bedford, Mass. Lines: 33