WEBVTT

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[SQUEAKING]

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[RUSTLING]

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[CLICKING]

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MICHAEL SCOTT
ASATO CUTHBERT: OK.

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Welcome, everybody.

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Wonderful, warm
February Friday here.

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And we're continuing
with our second topic

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for the class, the first
one being about notes,

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pitches, durations.

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And now we're getting how to
represent bigger musical scores.

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I'm going to start,
though, by jumping back

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to topic one for a second.

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And I want to talk through
a couple of things.

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First, great job on Pset1.

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And I can say it's nice when you
can say that to the whole class

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without putting, for the most
part, Pset1 was really great.

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No, every single
Pset1 was very strong.

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And that's my quick
two second overview

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of having the computer
automatically go

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through and just spit out
every error that it detected.

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And I'll go through it
by hand and figure out

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places where there might
be partial credit where

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a mistake early on was
causing cascading problems,

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and things of that sort.

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But some really, really
great things happening.

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You guys seem to be really
strong on pitch names,

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on representation, on
manipulating, transposing.

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Some really, really good
work with inversions,

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for the most part, which is some
of the most challenging parts

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of the problem set.

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And yeah, so I'd love to dwell
for the next hour on everything

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you all did right.

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Give yourselves
thumbs up for that.

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But let's talk a little bit
on a couple of the things that

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were challenging on the
problem set, some of them

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that maybe I could have done
better, some of them maybe

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we all could have just thought
that one little bit harder.

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Let's start with the
concept of pitch class.

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How many pitch
classes are there?

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Let's shout it out on three.

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1, 2, 3.

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AUDIENCE: 12.

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MICHAEL SCOTT
ASATO CUTHBERT: 12.

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And they're, what?

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One to 12?

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AUDIENCE: 0 to 11.

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MICHAEL SCOTT ASATO
CUTHBERT: 0 to 11.

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Great.

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Super.

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So we almost all got that.

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And what's a note
that's pitch class zero?

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AUDIENCE: C.

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MICHAEL SCOTT ASATO
CUTHBERT: C, good.

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So let's see if we know our
major scales pretty well.

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Pitch class four?

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AUDIENCE: E.

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MICHAEL SCOTT ASATO
CUTHBERT: E, good.

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So four is E. E flat?

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AUDIENCE: Three.

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MICHAEL SCOTT ASATO
CUTHBERT: Three.

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E double flat?

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AUDIENCE: Two.

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MICHAEL SCOTT ASATO
CUTHBERT: Two.

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Great.

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Triple flat?

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AUDIENCE: One.

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MICHAEL SCOTT ASATO
CUTHBERT: Quadruple flat?

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AUDIENCE: Zero.

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MICHAEL SCOTT ASATO
CUTHBERT: Quintuple flat?

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AUDIENCE: 11.

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MICHAEL SCOTT
ASATO CUTHBERT: 11.

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So this ends up being-- this
was one of the challenge,

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that there's a modulo operator.

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Trying to make sure
everything is between 0 and 11

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at first, when you're
looking at the names.

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See?

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And so almost
everybody somewhere

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encoded a array that looks
something like this, I think.

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5, 7-- am I getting this right?

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9, 11.

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Who did something like
that at some point?

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Yeah.

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And then so if
you didn't do that

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and you encoded all of them,
then the hard part was enhar--

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AUDIENCE: --monics.

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MICHAEL SCOTT ASATO
CUTHBERT: --monics, yeah.

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If you said that
one is C sharp--

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ooh, it's also D flat.

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OK, I think I've got it.

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But it's also very, very odd
notes like B double sharp.

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Oops.

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I should do a
proper double sharp

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and not a programmer's
double sharp, right?

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Yeah.

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Things like that.

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That's correct, right?

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Yeah.

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So if you did
something like this,

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there's that weird thing
that a lot of people

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forgot that when you get
your modulo to get everything

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into 0, 2, 4, 5, 7, 9, 11 by
stripping off the accidentals,

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then you start adding--

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what is it?

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You subtract one for every
flat, add one for every sharp

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so you can do--

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you can have your computer
be very smart, at first,

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with things that--

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that's a E double sharp.

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My handwriting will get better.

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And you can do that.

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But remembering at the
end that, oh, if B is 11,

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that B sharp is not 11
plus one, but 11 plus one--

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what do I want to
put after that?

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AUDIENCE: Mod 12.

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MICHAEL SCOTT ASATO
CUTHBERT: Mod 12.

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Yep.

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Good.

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So that was one thing.

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The other thing that
came up quite a bit--

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and you're going
to think that this

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is a pretty dirty trick for me.

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Let's start with this.

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This is pitch set one.

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This is pitch set two.

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Is there a way we--

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is there an axis of
inversion somewhere

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that will let us transform
pitch? set one to pitch set two?

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No.

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I'm seeing some no's.

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Matthew, you had
the first head rock.

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How did you compute
that very fast?

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Did you try all 132 possible
axes of rotation and saw

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that there were none?

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AUDIENCE: The way
that I did it was

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I made sure that
the intervals of one

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were the negatives of the
intervals of the other.

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MICHAEL SCOTT ASATO
CUTHBERT: Great.

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So when we're talking
about the intervals of one,

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the intervals pitch set
one, what's the interval

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that we're looking at here?

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What do we call--

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two?

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And what's the interval here?

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AUDIENCE: Two.

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MICHAEL SCOTT ASATO
CUTHBERT: One.

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If we're thinking
of chromatic, what

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if we're thinking of it in more
of our traditional tonal space?

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What do we want
to call this one?

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AUDIENCE: Whole step.

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MICHAEL SCOTT ASATO
CUTHBERT: What's that?

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AUDIENCE: Whole step?

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MICHAEL SCOTT ASATO
CUTHBERT: Whole step.

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Good.

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Another word for whole step?

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Usually major second, good.

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And here, half step or--

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AUDIENCE: Minor second.

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MICHAEL SCOTT ASATO
CUTHBERT: --minor second.

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Good.

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So you knew that you weren't
going to be able to find that.

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You didn't need to do
all the computation.

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Let's do one that's
a little bit harder.

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Is there something like that?

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And can we find some
of axis of inversion

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that allows us to
transform it into that?

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Why?

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It's pretty obvious.

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So go ahead and always take
the easy participation points

00:07:25.160 --> 00:07:27.860 align:middle line:90%
when you can.

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Trudy?

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AUDIENCE: No, because
one has four notes

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and the other has five.

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MICHAEL SCOTT ASATO
CUTHBERT: One has four notes

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and the other one
has five notes.

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Good.

00:07:34.040 --> 00:07:37.130 align:middle line:90%


00:07:37.130 --> 00:07:41.810 align:middle line:84%
I believe 15 out of the
17 problem sets turned in

00:07:41.810 --> 00:07:46.230 align:middle line:84%
found that to be acceptable
because you weren't comparing

00:07:46.230 --> 00:07:49.250 align:middle line:84%
first the obvious thing,
that they had to have

00:07:49.250 --> 00:07:52.100 align:middle line:90%
the same number of notes.

00:07:52.100 --> 00:07:55.490 align:middle line:84%
Which does happen quite
often, that you're going along

00:07:55.490 --> 00:07:58.530 align:middle line:84%
and you're thinking of here's
a triad, here's a triad,

00:07:58.530 --> 00:08:00.240 align:middle line:84%
here's a seventh
chord, here's a triad.

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Is there a way that we can
manipulate the first triad

00:08:02.870 --> 00:08:04.140 align:middle line:90%
to be the second triad?

00:08:04.140 --> 00:08:04.670 align:middle line:90%
Yes.

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Is there a way that we can
manipulate the second triad

00:08:06.920 --> 00:08:11.730 align:middle line:90%
to be the seventh chord?

00:08:11.730 --> 00:08:12.960 align:middle line:90%
The four note chord?

00:08:12.960 --> 00:08:16.060 align:middle line:84%
Not with the tools that
we've learned so far.

00:08:16.060 --> 00:08:17.520 align:middle line:90%
So those are some things.

00:08:17.520 --> 00:08:21.260 align:middle line:90%
And a very, very, very small--

00:08:21.260 --> 00:08:24.380 align:middle line:84%
this one, I think, is important
because this will come up

00:08:24.380 --> 00:08:27.080 align:middle line:90%
in real music everywhere.

00:08:27.080 --> 00:08:28.892 align:middle line:90%
Very, very, very small problem.

00:08:28.892 --> 00:08:31.100 align:middle line:84%
And this one-- this one you
might hate your professor

00:08:31.100 --> 00:08:31.915 align:middle line:90%
for doing it.

00:08:31.915 --> 00:08:35.000 align:middle line:90%


00:08:35.000 --> 00:08:41.929 align:middle line:84%
Can Pset1 be converted
to Pset2 by inversion?

00:08:41.929 --> 00:08:44.670 align:middle line:84%
Yes, because there's
nothing here.

00:08:44.670 --> 00:08:46.130 align:middle line:84%
You don't need to
do any operation,

00:08:46.130 --> 00:08:47.720 align:middle line:84%
or any operation
you do to nothing

00:08:47.720 --> 00:08:50.280 align:middle line:84%
can transform it
into this, right?

00:08:50.280 --> 00:08:52.250 align:middle line:84%
If you think about
the reciprocal

00:08:52.250 --> 00:08:56.880 align:middle line:84%
or the negation of an empty
set, it'll be the empty set.

00:08:56.880 --> 00:09:02.750 align:middle line:84%
And that one, I think I put
1/10 of 1% on because it's kind

00:09:02.750 --> 00:09:04.320 align:middle line:90%
of a nasty thing.

00:09:04.320 --> 00:09:08.810 align:middle line:84%
But it was one of the cases
where unlike the four note

00:09:08.810 --> 00:09:13.910 align:middle line:84%
thing where a lot of
times, your algorithms

00:09:13.910 --> 00:09:16.830 align:middle line:84%
were returning the
incorrect answer,

00:09:16.830 --> 00:09:22.160 align:middle line:84%
this one was causing the
programs to crash quite a bit.

00:09:22.160 --> 00:09:26.840 align:middle line:84%
A couple of years ago, my
automatic assessment system

00:09:26.840 --> 00:09:27.500 align:middle line:90%
didn't--

00:09:27.500 --> 00:09:30.210 align:middle line:90%
I stole it from Eran Egozy.

00:09:30.210 --> 00:09:32.340 align:middle line:90%
He's very generous with that.

00:09:32.340 --> 00:09:34.290 align:middle line:84%
Did not handle
crashes very well.

00:09:34.290 --> 00:09:37.890 align:middle line:90%
Now it does, so we'll see that.

00:09:37.890 --> 00:09:43.610 align:middle line:84%
So that's a big
parentheses around the fact

00:09:43.610 --> 00:09:47.700 align:middle line:84%
that the P sets were great,
were very, very strong.

00:09:47.700 --> 00:09:50.430 align:middle line:84%
I think you should
all be proud of that.

00:09:50.430 --> 00:09:53.520 align:middle line:84%
But keep thinking
of the corner cases.

00:09:53.520 --> 00:09:57.170 align:middle line:84%
I especially liked
how many test cases

00:09:57.170 --> 00:09:58.462 align:middle line:90%
that I didn't write that I saw.

00:09:58.462 --> 00:10:00.795 align:middle line:84%
I mean, I was going really,
really fast through the code

00:10:00.795 --> 00:10:03.410 align:middle line:84%
because you all just turned
it in this morning or late

00:10:03.410 --> 00:10:04.020 align:middle line:90%
last night.

00:10:04.020 --> 00:10:06.860 align:middle line:84%
But for the most
part, I was very

00:10:06.860 --> 00:10:10.220 align:middle line:84%
impressed with how much people
were trying to get at the corner

00:10:10.220 --> 00:10:12.350 align:middle line:84%
cases and things, and
that's a good thing

00:10:12.350 --> 00:10:17.720 align:middle line:84%
to feel free to use that kind
of collaborative discussion.

00:10:17.720 --> 00:10:20.570 align:middle line:84%
And we're going to encourage
some collaborative discussion

00:10:20.570 --> 00:10:23.240 align:middle line:84%
in the next problem
set coming right up.

00:10:23.240 --> 00:10:26.780 align:middle line:84%
There was one other thing
besides some reading and video

00:10:26.780 --> 00:10:31.590 align:middle line:84%
watching that I
asked you all to do,

00:10:31.590 --> 00:10:33.180 align:middle line:84%
and I got some
really great answers.

00:10:33.180 --> 00:10:35.360 align:middle line:84%
And that was talking
about various kinds

00:10:35.360 --> 00:10:37.670 align:middle line:84%
of pitch representations,
what you might do,

00:10:37.670 --> 00:10:41.970 align:middle line:84%
and what some of the
stakeholders might be.

00:10:41.970 --> 00:10:46.820 align:middle line:84%
Who might want a particular
pitch representation?

00:10:46.820 --> 00:10:49.620 align:middle line:84%
And that might be different
from somebody else.

00:10:49.620 --> 00:10:51.660 align:middle line:84%
So anybody-- I
read through them.

00:10:51.660 --> 00:10:55.970 align:middle line:84%
I'm going to say some things
too, especially things that I

00:10:55.970 --> 00:10:59.510 align:middle line:90%
found really great.

00:10:59.510 --> 00:11:03.530 align:middle line:84%
But anybody find anything that
you thought was interesting?

00:11:03.530 --> 00:11:07.580 align:middle line:84%
Two different groups or
audiences or stakeholders that

00:11:07.580 --> 00:11:10.810 align:middle line:84%
might prefer very different
representations of pitches?

00:11:10.810 --> 00:11:14.090 align:middle line:90%


00:11:14.090 --> 00:11:15.188 align:middle line:90%
Yeah, Vanessa?

00:11:15.188 --> 00:11:17.480 align:middle line:84%
AUDIENCE: I think it's
interesting to think people that

00:11:17.480 --> 00:11:20.720 align:middle line:84%
are more into editing and really
analyzing sound files might be

00:11:20.720 --> 00:11:22.520 align:middle line:84%
a lot more interested
in seeing frequency

00:11:22.520 --> 00:11:25.430 align:middle line:84%
values, as opposed to if you
have a musician who's reading

00:11:25.430 --> 00:11:27.620 align:middle line:84%
sheet music, they look
at a frequency value,

00:11:27.620 --> 00:11:29.520 align:middle line:90%
doesn't mean anything to them.

00:11:29.520 --> 00:11:29.780 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Yeah.

00:11:29.780 --> 00:11:32.390 align:middle line:84%
AUDIENCE: So they would want
one of the letter and then

00:11:32.390 --> 00:11:34.850 align:middle line:84%
octave values in order
to be able to understand

00:11:34.850 --> 00:11:35.940 align:middle line:90%
what you're talking about.

00:11:35.940 --> 00:11:36.380 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Yeah.

00:11:36.380 --> 00:11:37.820 align:middle line:90%
Yeah, totally.

00:11:37.820 --> 00:11:44.927 align:middle line:84%
Nobody's going to see,
I don't know, 519.8--

00:11:44.927 --> 00:11:46.010 align:middle line:90%
I'm just making these up--

00:11:46.010 --> 00:11:56.640 align:middle line:84%
947.82 and be like, that's
my most beautiful chord.

00:11:56.640 --> 00:11:58.310 align:middle line:90%
I just love that.

00:11:58.310 --> 00:12:00.480 align:middle line:84%
It's very hard to
do on the guitar,

00:12:00.480 --> 00:12:02.090 align:middle line:84%
but when you get it
just right-- yeah.

00:12:02.090 --> 00:12:04.880 align:middle line:84%
Yeah, so definitely
different stakeholders

00:12:04.880 --> 00:12:09.900 align:middle line:84%
for different places,
different agendas.

00:12:09.900 --> 00:12:11.810 align:middle line:90%
Good.

00:12:11.810 --> 00:12:12.530 align:middle line:90%
Others?

00:12:12.530 --> 00:12:16.790 align:middle line:84%
So we have sound
editors and musicians,

00:12:16.790 --> 00:12:18.480 align:middle line:84%
and we can refine
that either way.

00:12:18.480 --> 00:12:21.410 align:middle line:90%
Thanks, Vanessa, that's great.

00:12:21.410 --> 00:12:22.670 align:middle line:90%
Anybody else?

00:12:22.670 --> 00:12:25.620 align:middle line:90%
I think-- yeah, Matthew?

00:12:25.620 --> 00:12:28.020 align:middle line:84%
AUDIENCE: Some people care
about enharmonic spelling.

00:12:28.020 --> 00:12:30.410 align:middle line:84%
And for some people, that's
just excess information

00:12:30.410 --> 00:12:31.423 align:middle line:90%
that's useless.

00:12:31.423 --> 00:12:32.840 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Yes.

00:12:32.840 --> 00:12:38.610 align:middle line:84%
The big fight on
enharmonic spelling.

00:12:38.610 --> 00:12:42.500 align:middle line:90%


00:12:42.500 --> 00:12:43.790 align:middle line:90%
Yeah.

00:12:43.790 --> 00:12:49.890 align:middle line:84%
I just got a bug report
in Music21 on Wednesday

00:12:49.890 --> 00:12:54.353 align:middle line:84%
that Music21 was not
properly calling this--

00:12:54.353 --> 00:12:57.620 align:middle line:90%


00:12:57.620 --> 00:12:59.900 align:middle line:84%
let's see if I can
even do it now.

00:12:59.900 --> 00:13:02.720 align:middle line:90%
Maybe it was here.

00:13:02.720 --> 00:13:07.470 align:middle line:84%
Was not properly calling this
a dominant seventh chord,

00:13:07.470 --> 00:13:11.030 align:middle line:84%
and was saying it
was something else.

00:13:11.030 --> 00:13:12.933 align:middle line:90%
But if we flip this--

00:13:12.933 --> 00:13:15.860 align:middle line:90%


00:13:15.860 --> 00:13:16.370 align:middle line:90%
here.

00:13:16.370 --> 00:13:18.410 align:middle line:84%
Actually, maybe--
I hope I actually

00:13:18.410 --> 00:13:20.000 align:middle line:90%
wrote a dominant seventh sign.

00:13:20.000 --> 00:13:24.020 align:middle line:84%
That sounds like a
dominant seventh chord.

00:13:24.020 --> 00:13:25.610 align:middle line:90%
That's right, right?

00:13:25.610 --> 00:13:28.520 align:middle line:84%
I'm not too far away from
teaching music theory for a year

00:13:28.520 --> 00:13:29.040 align:middle line:90%
or so.

00:13:29.040 --> 00:13:34.470 align:middle line:84%
Yeah, so I am a stakeholder
in enharmonic spelling.

00:13:34.470 --> 00:13:36.980 align:middle line:84%
The bug report was
from somebody who

00:13:36.980 --> 00:13:40.500 align:middle line:84%
wasn't a stakeholder
in enharmonic spelling.

00:13:40.500 --> 00:13:42.230 align:middle line:90%
Great.

00:13:42.230 --> 00:13:45.210 align:middle line:84%
Who might not care about
enharmonic spelling?

00:13:45.210 --> 00:13:46.400 align:middle line:90%
Yeah, go ahead.

00:13:46.400 --> 00:13:48.050 align:middle line:84%
AUDIENCE: I would
say a guitarist

00:13:48.050 --> 00:13:49.517 align:middle line:90%
who doesn't know sheet music.

00:13:49.517 --> 00:13:51.350 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Yeah, totally.

00:13:51.350 --> 00:13:59.070 align:middle line:84%
Or who doesn't-- maybe just
be a little more generous.

00:13:59.070 --> 00:14:03.770 align:middle line:84%
Maybe they know something, but
it's translating from the sheet

00:14:03.770 --> 00:14:06.020 align:middle line:84%
into the tablature
into the position

00:14:06.020 --> 00:14:11.430 align:middle line:84%
before translating to the next
stage of mental processing.

00:14:11.430 --> 00:14:13.560 align:middle line:90%
I mean, we do that a lot.

00:14:13.560 --> 00:14:16.940 align:middle line:84%
People who are native
speakers in two languages

00:14:16.940 --> 00:14:19.160 align:middle line:84%
don't translate from
one language to another

00:14:19.160 --> 00:14:24.480 align:middle line:84%
before there's some
kind of conception.

00:14:24.480 --> 00:14:26.370 align:middle line:84%
Whereas when I'm
learning a new language,

00:14:26.370 --> 00:14:28.820 align:middle line:84%
it's always going
through English

00:14:28.820 --> 00:14:30.510 align:middle line:90%
before it has a meaning to me.

00:14:30.510 --> 00:14:33.230 align:middle line:84%
Yeah, so somebody
who plays guitar

00:14:33.230 --> 00:14:35.060 align:middle line:84%
might be translating
what they're

00:14:35.060 --> 00:14:39.510 align:middle line:84%
seeing to a fret position and
then saying, that's great.

00:14:39.510 --> 00:14:45.210 align:middle line:84%
You see that quite often in
a lot of fake book scores,

00:14:45.210 --> 00:14:47.390 align:middle line:90%
in things where you'll see--

00:14:47.390 --> 00:14:48.360 align:middle line:90%
I don't know.

00:14:48.360 --> 00:14:49.730 align:middle line:90%
We'll say same type of thing.

00:14:49.730 --> 00:14:52.890 align:middle line:84%
You'll see E flat
minor on something,

00:14:52.890 --> 00:14:59.390 align:middle line:84%
and then you'll read
on that, the chord--

00:14:59.390 --> 00:15:02.540 align:middle line:90%
I think that's right--

00:15:02.540 --> 00:15:06.570 align:middle line:84%
quite often, or something
like that in a melody.

00:15:06.570 --> 00:15:09.960 align:middle line:90%
And well, obviously, that's not.

00:15:09.960 --> 00:15:13.140 align:middle line:84%
But because it's all about
translating it first.

00:15:13.140 --> 00:15:13.650 align:middle line:90%
That's good.

00:15:13.650 --> 00:15:14.150 align:middle line:90%
Good.

00:15:14.150 --> 00:15:19.220 align:middle line:84%
Other stakeholders or other
interesting people who might use

00:15:19.220 --> 00:15:22.670 align:middle line:90%
pitch in a different way?

00:15:22.670 --> 00:15:23.170 align:middle line:90%
Yeah?

00:15:23.170 --> 00:15:24.628 align:middle line:84%
AUDIENCE: I've
heard there's people

00:15:24.628 --> 00:15:26.630 align:middle line:84%
who make incredible
music, but they don't even

00:15:26.630 --> 00:15:28.010 align:middle line:90%
know music theory at all.

00:15:28.010 --> 00:15:29.060 align:middle line:90%
It's just like--

00:15:29.060 --> 00:15:29.450 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Yeah.

00:15:29.450 --> 00:15:30.780 align:middle line:90%
AUDIENCE: --useless to ...

00:15:30.780 --> 00:15:32.613 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Yeah, totally.

00:15:32.613 --> 00:15:38.540 align:middle line:84%
There's a big, big area now
of study on implied cognitions

00:15:38.540 --> 00:15:39.950 align:middle line:90%
of music theory.

00:15:39.950 --> 00:15:44.420 align:middle line:84%
That the idea being for
some of the people who

00:15:44.420 --> 00:15:47.930 align:middle line:84%
are working on this,
that nobody who's

00:15:47.930 --> 00:15:52.400 align:middle line:84%
making absolutely amazing
music has no conception

00:15:52.400 --> 00:15:53.580 align:middle line:90%
of what they're doing.

00:15:53.580 --> 00:15:56.220 align:middle line:84%
They might not have the
vocabulary to share it with us,

00:15:56.220 --> 00:15:58.230 align:middle line:84%
but there's some sort of
underlying conception.

00:15:58.230 --> 00:16:00.440 align:middle line:90%
And how do we get at that?

00:16:00.440 --> 00:16:04.140 align:middle line:84%
One of my colleagues-- one
of your fellow professors

00:16:04.140 --> 00:16:06.510 align:middle line:84%
you can take class
with, Leslie Tilley,

00:16:06.510 --> 00:16:10.730 align:middle line:84%
who teaches Rhythms of the
World and the Balinese gamelan

00:16:10.730 --> 00:16:13.170 align:middle line:84%
and Music of Bali
and Indonesia--

00:16:13.170 --> 00:16:18.980 align:middle line:84%
thinks she just wrote a book
that just won the big, big award

00:16:18.980 --> 00:16:21.770 align:middle line:84%
in music theory, which is
on trying to figure out

00:16:21.770 --> 00:16:26.810 align:middle line:84%
what the conception of Balinese
musicians who play these two

00:16:26.810 --> 00:16:28.760 align:middle line:84%
people, who play
these improvised

00:16:28.760 --> 00:16:32.960 align:middle line:84%
drum patterns interlocking
at huge, super, super fast

00:16:32.960 --> 00:16:33.690 align:middle line:90%
intervals.

00:16:33.690 --> 00:16:37.230 align:middle line:84%
But sometimes one of them stops
a bit and does the other one,

00:16:37.230 --> 00:16:39.870 align:middle line:90%
and they almost never miss.

00:16:39.870 --> 00:16:42.530 align:middle line:84%
And when they do, just
like a flubbed note,

00:16:42.530 --> 00:16:47.730 align:middle line:84%
they laugh and say, oh,
how did we screw that up?

00:16:47.730 --> 00:16:51.020 align:middle line:84%
And her book begins
with asking people,

00:16:51.020 --> 00:16:52.440 align:middle line:90%
how do you how do you do this?

00:16:52.440 --> 00:16:54.698 align:middle line:84%
They said, oh, you just
play whatever you want.

00:16:54.698 --> 00:16:56.240 align:middle line:84%
And so of course,
you play something.

00:16:56.240 --> 00:16:57.750 align:middle line:90%
No, no, not that.

00:16:57.750 --> 00:16:58.250 align:middle line:90%
Not that.

00:16:58.250 --> 00:17:02.550 align:middle line:84%
And so how do you get at the
implied music theory conception?

00:17:02.550 --> 00:17:05.069 align:middle line:90%
Super great question, Jordan.

00:17:05.069 --> 00:17:07.170 align:middle line:84%
I keep saying, who are
the people who do this?

00:17:07.170 --> 00:17:12.200 align:middle line:84%
But some people in this
class identified stakeholders

00:17:12.200 --> 00:17:15.230 align:middle line:90%
that weren't people.

00:17:15.230 --> 00:17:16.579 align:middle line:90%
Yeah, go ahead.

00:17:16.579 --> 00:17:19.349 align:middle line:84%
AUDIENCE: Like DAWs, the
digital audio workstations.

00:17:19.349 --> 00:17:20.807 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Yeah.

00:17:20.807 --> 00:17:23.599 align:middle line:84%
Yeah, so we can give autonomy
to a digital audio workstation

00:17:23.599 --> 00:17:28.460 align:middle line:84%
or to a computer in general,
or to a neural network.

00:17:28.460 --> 00:17:31.100 align:middle line:84%
There's been a lot talk
about autonomy and sentience

00:17:31.100 --> 00:17:32.560 align:middle line:90%
in neural networks this week.

00:17:32.560 --> 00:17:35.750 align:middle line:90%


00:17:35.750 --> 00:17:40.170 align:middle line:84%
And so why not talk about
them as stakeholders?

00:17:40.170 --> 00:17:43.550 align:middle line:84%
What makes it easier for a
digital audio workstation

00:17:43.550 --> 00:17:45.950 align:middle line:90%
to process a pitch?

00:17:45.950 --> 00:17:49.760 align:middle line:84%
Usually, eliminate
an harmonic spelling.

00:17:49.760 --> 00:17:52.100 align:middle line:90%
It helps quite a bit.

00:17:52.100 --> 00:17:54.090 align:middle line:90%
Yeah, great.

00:17:54.090 --> 00:17:56.610 align:middle line:84%
Anything else that
came up that you found?

00:17:56.610 --> 00:17:58.670 align:middle line:84%
Especially if you
read something--

00:17:58.670 --> 00:18:00.900 align:middle line:84%
and even you don't
remember who it was,

00:18:00.900 --> 00:18:03.570 align:middle line:84%
but somebody else's that you
read and liked and you thought,

00:18:03.570 --> 00:18:04.945 align:middle line:84%
oh, I wish I had
thought of that.

00:18:04.945 --> 00:18:13.640 align:middle line:90%


00:18:13.640 --> 00:18:16.920 align:middle line:84%
I'll see it when we go
through the sheets and stuff.

00:18:16.920 --> 00:18:18.390 align:middle line:90%
So that's great.

00:18:18.390 --> 00:18:21.990 align:middle line:84%
That's mostly leaving
aside topic one.

00:18:21.990 --> 00:18:24.060 align:middle line:84%
Now, there's one more
thing in topic one,

00:18:24.060 --> 00:18:26.910 align:middle line:84%
and I've put it on video
to watch this weekend.

00:18:26.910 --> 00:18:31.470 align:middle line:84%
You will have unlocked
your first Music21 module.

00:18:31.470 --> 00:18:34.530 align:middle line:84%
So now in any problem
set from now on,

00:18:34.530 --> 00:18:45.460 align:middle line:84%
it will be fair game to say,
from Music21, import pitch.

00:18:45.460 --> 00:18:47.990 align:middle line:90%


00:18:47.990 --> 00:18:48.650 align:middle line:90%
And

00:18:48.650 --> 00:18:51.050 align:middle line:84%
The video will go into
more detail from this.

00:18:51.050 --> 00:18:53.280 align:middle line:90%
pitch is lowercase in Python.

00:18:53.280 --> 00:18:57.050 align:middle line:84%
What's that signified if you're
importing science lowercase,

00:18:57.050 --> 00:19:01.070 align:middle line:84%
Probably Well,
actually-- well, OK.

00:19:01.070 --> 00:19:05.010 align:middle line:84%
There's a pitch
dot capital Pitch.

00:19:05.010 --> 00:19:10.910 align:middle line:84%
What's the distinction between
those two in this case?

00:19:10.910 --> 00:19:11.540 align:middle line:90%
Yeah, Jordan?

00:19:11.540 --> 00:19:12.717 align:middle line:90%
AUDIENCE: One is a class.

00:19:12.717 --> 00:19:14.550 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: One is a class

00:19:14.550 --> 00:19:16.675 align:middle line:90%
and the other one is a what?

00:19:16.675 --> 00:19:20.000 align:middle line:90%


00:19:20.000 --> 00:19:21.040 align:middle line:90%
AUDIENCE: A folder.

00:19:21.040 --> 00:19:23.540 align:middle line:84%
MICHAEL SCOTT ASATO CUTHBERT:
It acts exactly like a folder.

00:19:23.540 --> 00:19:24.420 align:middle line:90%
Great answer.

00:19:24.420 --> 00:19:28.220 align:middle line:84%
There's specific name that
that's used in-- yeah, Jason?

00:19:28.220 --> 00:19:28.980 align:middle line:90%
AUDIENCE: Module?

00:19:28.980 --> 00:19:30.397 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Yep.

00:19:30.397 --> 00:19:32.238 align:middle line:90%
So which one's which?

00:19:32.238 --> 00:19:33.530 align:middle line:90%
AUDIENCE: That one's the class.

00:19:33.530 --> 00:19:34.500 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: That one's a class.

00:19:34.500 --> 00:19:35.987 align:middle line:90%
I'm very bad at--

00:19:35.987 --> 00:19:37.820 align:middle line:84%
I turned around and
you're pointing to the--

00:19:37.820 --> 00:19:38.540 align:middle line:90%
AUDIENCE: Capital P.

00:19:38.540 --> 00:19:40.165 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Capital P

00:19:40.165 --> 00:19:43.320 align:middle line:84%
is a class and lowercase
one is the module.

00:19:43.320 --> 00:19:47.850 align:middle line:90%
So you have everything module.

00:19:47.850 --> 00:19:48.350 align:middle line:90%
Yep.

00:19:48.350 --> 00:19:51.050 align:middle line:84%
Everything that's
in the pitch module

00:19:51.050 --> 00:19:54.980 align:middle line:84%
is on because you will also find
in there things like accidental,

00:19:54.980 --> 00:19:57.060 align:middle line:90%
which is pretty helpful.

00:19:57.060 --> 00:20:00.890 align:middle line:84%
So a module groups
together related

00:20:00.890 --> 00:20:02.723 align:middle line:90%
set of classes if you-- yeah?

00:20:02.723 --> 00:20:03.390 align:middle line:90%
AUDIENCE: Sorry.

00:20:03.390 --> 00:20:05.527 align:middle line:84%
Just going back to the
representation thing,

00:20:05.527 --> 00:20:07.610 align:middle line:84%
I was wondering if there
are any studies on people

00:20:07.610 --> 00:20:10.828 align:middle line:84%
who don't have perfect pitch,
but only relative pitch.

00:20:10.828 --> 00:20:12.620 align:middle line:84%
Like, take the same
piece of music and then

00:20:12.620 --> 00:20:13.640 align:middle line:90%
just transcribe it.

00:20:13.640 --> 00:20:16.100 align:middle line:84%
Is there any
emotional difference

00:20:16.100 --> 00:20:18.683 align:middle line:84%
to the matter of it's
like, starting on D

00:20:18.683 --> 00:20:20.600 align:middle line:84%
or starting on F to
someone who doesn't have--

00:20:20.600 --> 00:20:22.520 align:middle line:84%
MICHAEL SCOTT ASATO CUTHBERT:
Who doesn't have perfect pitch?

00:20:22.520 --> 00:20:23.910 align:middle line:90%
I'll have to look that up.

00:20:23.910 --> 00:20:27.120 align:middle line:84%
I imagine-- I mean, I
don't have perfect pitch,

00:20:27.120 --> 00:20:31.110 align:middle line:84%
but absolute pitch is the term
that we're using more often now.

00:20:31.110 --> 00:20:33.600 align:middle line:84%
I don't have perfect
or absolute pitch,

00:20:33.600 --> 00:20:39.650 align:middle line:84%
but there's definitely pieces
that you play some song that I

00:20:39.650 --> 00:20:42.440 align:middle line:84%
know really well, and you
play it up a half step

00:20:42.440 --> 00:20:45.450 align:middle line:84%
or up a whole step,
it's going to impact me.

00:20:45.450 --> 00:20:50.790 align:middle line:84%
Now, if it's a song, I don't
know, I'm not entirely sure.

00:20:50.790 --> 00:20:56.540 align:middle line:84%
But I'll see-- let me
just make a note on that.

00:20:56.540 --> 00:21:00.470 align:middle line:84%
I found in one
unscientific study--

00:21:00.470 --> 00:21:05.160 align:middle line:84%
did that for a paper
I was working on--

00:21:05.160 --> 00:21:10.280 align:middle line:84%
that there's a particular
case where you can,

00:21:10.280 --> 00:21:14.960 align:middle line:84%
very strangely--
the number of notes

00:21:14.960 --> 00:21:18.260 align:middle line:84%
within a repetition
of contour is

00:21:18.260 --> 00:21:23.720 align:middle line:84%
decreasing but the number of
repetitions of that contour

00:21:23.720 --> 00:21:26.190 align:middle line:84%
before something
changes is increasing.

00:21:26.190 --> 00:21:30.050 align:middle line:84%
So the tempo, depending
on if you hear the harmony

00:21:30.050 --> 00:21:32.510 align:middle line:84%
or when the harmony
changes, the harmonic

00:21:32.510 --> 00:21:34.830 align:middle line:90%
changes as determinant of tempo.

00:21:34.830 --> 00:21:39.360 align:middle line:84%
Or if you hear the repetition of
contour as determinant of tempo,

00:21:39.360 --> 00:21:43.170 align:middle line:84%
you can hear the same piece
speeding up or slowing down.

00:21:43.170 --> 00:21:45.900 align:middle line:84%
And a lot of people
were like, oh, yeah.

00:21:45.900 --> 00:21:47.150 align:middle line:90%
I hear this.

00:21:47.150 --> 00:21:50.610 align:middle line:84%
But in that
unscientific experiment,

00:21:50.610 --> 00:21:55.130 align:middle line:84%
people with absolute
pitch said, I

00:21:55.130 --> 00:21:59.400 align:middle line:84%
don't hear repetition of contour
when the notes are different.

00:21:59.400 --> 00:22:02.700 align:middle line:84%
That doesn't seem, to
me, a kind of repetition.

00:22:02.700 --> 00:22:05.580 align:middle line:84%
So there are probably
different ways we can do that.

00:22:05.580 --> 00:22:06.560 align:middle line:90%
Great.

00:22:06.560 --> 00:22:09.020 align:middle line:90%
Super great question.

00:22:09.020 --> 00:22:10.797 align:middle line:84%
We'll put that aside
when we edit it.

00:22:10.797 --> 00:22:12.380 align:middle line:84%
We'll edit that about
10 seconds back,

00:22:12.380 --> 00:22:15.510 align:middle line:84%
and we'll jump back to
here just for a second.

00:22:15.510 --> 00:22:20.192 align:middle line:90%
Don't be afraid of doing that.

00:22:20.192 --> 00:22:21.650 align:middle line:84%
If it's something
that I think it's

00:22:21.650 --> 00:22:24.090 align:middle line:84%
going to be super confusing
to everybody if we jump back,

00:22:24.090 --> 00:22:25.590 align:middle line:84%
I'll say, we'll
hold that for a bit.

00:22:25.590 --> 00:22:28.800 align:middle line:84%
But I think we can
still code switch.

00:22:28.800 --> 00:22:30.583 align:middle line:84%
We can switch back
and forth between what

00:22:30.583 --> 00:22:32.250 align:middle line:84%
we were talking about
30 seconds earlier

00:22:32.250 --> 00:22:34.270 align:middle line:84%
and what we were just
talking about, right?

00:22:34.270 --> 00:22:34.770 align:middle line:90%
Good.

00:22:34.770 --> 00:22:38.690 align:middle line:84%
OK, so you're going to be able
to import and use anything

00:22:38.690 --> 00:22:43.220 align:middle line:84%
in the pitch module, as long
as it doesn't have the word

00:22:43.220 --> 00:22:49.430 align:middle line:84%
transpose in it somewhere
because certain kinds

00:22:49.430 --> 00:22:53.000 align:middle line:84%
of transposition will be
things for us to work out

00:22:53.000 --> 00:22:55.130 align:middle line:84%
in the next couple
of problem sets.

00:22:55.130 --> 00:22:56.390 align:middle line:90%
Good.

00:22:56.390 --> 00:22:58.940 align:middle line:84%
So that's what's coming up, and
then we'll be done with that.

00:22:58.940 --> 00:23:01.580 align:middle line:90%


00:23:01.580 --> 00:23:03.830 align:middle line:84%
So last class, we were
talking a lot more

00:23:03.830 --> 00:23:05.660 align:middle line:84%
about moving from
the representation

00:23:05.660 --> 00:23:08.000 align:middle line:84%
of individual pitches,
individual notes

00:23:08.000 --> 00:23:09.630 align:middle line:90%
into larger things.

00:23:09.630 --> 00:23:11.840 align:middle line:84%
We might call it
representation of a score

00:23:11.840 --> 00:23:17.810 align:middle line:84%
or simply representation of
music, something of that sort.

00:23:17.810 --> 00:23:20.390 align:middle line:84%
I introduced a term
that some of you

00:23:20.390 --> 00:23:26.580 align:middle line:84%
already knew from other classes
that goes back to philosophy,

00:23:26.580 --> 00:23:34.103 align:middle line:84%
but has an interesting twist of
a meaning in computer science.

00:23:34.103 --> 00:23:36.020 align:middle line:84%
Anyone remember that
term without looking down

00:23:36.020 --> 00:23:37.598 align:middle line:90%
at the outline?

00:23:37.598 --> 00:23:38.390 align:middle line:90%
AUDIENCE: Ontology.

00:23:38.390 --> 00:23:40.265 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Ontology, good.

00:23:40.265 --> 00:23:43.040 align:middle line:90%


00:23:43.040 --> 00:23:46.820 align:middle line:84%
And last class, we
explored some of the things

00:23:46.820 --> 00:23:53.048 align:middle line:84%
in the philosophical definition
of essence of what something is.

00:23:53.048 --> 00:23:54.590 align:middle line:84%
I remember some of
the things that we

00:23:54.590 --> 00:23:58.520 align:middle line:84%
had trouble defining when
something ended and became

00:23:58.520 --> 00:24:01.250 align:middle line:90%
something else.

00:24:01.250 --> 00:24:01.790 align:middle line:90%
Yeah?

00:24:01.790 --> 00:24:02.780 align:middle line:90%
AUDIENCE: We talked about notes.

00:24:02.780 --> 00:24:03.290 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Great.

00:24:03.290 --> 00:24:05.360 align:middle line:84%
We talked about notes
that we can't really

00:24:05.360 --> 00:24:07.890 align:middle line:90%
tell is this one note?

00:24:07.890 --> 00:24:08.880 align:middle line:90%
Is this two notes?

00:24:08.880 --> 00:24:09.960 align:middle line:90%
Is this six notes?

00:24:09.960 --> 00:24:13.010 align:middle line:84%
Is it an infinity
of notes or 14 or--

00:24:13.010 --> 00:24:14.360 align:middle line:90%
yeah.

00:24:14.360 --> 00:24:18.630 align:middle line:84%
Then a larger system
of musical notation,

00:24:18.630 --> 00:24:25.340 align:middle line:84%
remember, we called it used
in one part of the world.

00:24:25.340 --> 00:24:26.390 align:middle line:90%
Yeah?

00:24:26.390 --> 00:24:27.350 align:middle line:84%
AUDIENCE: Common
Western music notation?

00:24:27.350 --> 00:24:28.920 align:middle line:84%
MICHAEL SCOTT ASATO CUTHBERT:
Common Western music notation,

00:24:28.920 --> 00:24:29.420 align:middle line:90%
yeah.

00:24:29.420 --> 00:24:31.880 align:middle line:84%
And we had some
trouble distinguishing

00:24:31.880 --> 00:24:35.700 align:middle line:84%
when what was common or
what was Western about it.

00:24:35.700 --> 00:24:38.430 align:middle line:84%
Or I suppose in one case,
what was music about.

00:24:38.430 --> 00:24:42.510 align:middle line:90%
It seemed to be on the edge.

00:24:42.510 --> 00:24:43.010 align:middle line:90%
Good.

00:24:43.010 --> 00:24:46.460 align:middle line:84%
Then we also brought up a
little bit the computer science

00:24:46.460 --> 00:24:48.110 align:middle line:90%
definition.

00:24:48.110 --> 00:24:51.110 align:middle line:84%
And that's what we're going
to be looking at a little bit

00:24:51.110 --> 00:24:54.050 align:middle line:84%
now, but always feeling
like we want to jump back

00:24:54.050 --> 00:24:57.260 align:middle line:84%
to the philosophical definition
because we don't want ideas

00:24:57.260 --> 00:24:59.870 align:middle line:84%
from computer
science always to--

00:24:59.870 --> 00:25:02.870 align:middle line:84%
what is easy to
conceive of, we don't

00:25:02.870 --> 00:25:06.320 align:middle line:84%
want that to limit our
imagination of what we might be

00:25:06.320 --> 00:25:08.510 align:middle line:90%
able to conceive in the future.

00:25:08.510 --> 00:25:12.740 align:middle line:84%
So we talked about in the
computer science definitions,

00:25:12.740 --> 00:25:13.920 align:middle line:90%
there are various ones.

00:25:13.920 --> 00:25:15.660 align:middle line:84%
There's ones that
are more formalized.

00:25:15.660 --> 00:25:16.785 align:middle line:90%
There's ones that are less.

00:25:16.785 --> 00:25:19.820 align:middle line:84%
One that I keep in my head
because I can remember it

00:25:19.820 --> 00:25:24.650 align:middle line:84%
when I come up is when we're
trying to represent something

00:25:24.650 --> 00:25:25.610 align:middle line:90%
like music--

00:25:25.610 --> 00:25:30.480 align:middle line:84%
or you can be your ontology
of a website or something.

00:25:30.480 --> 00:25:33.350 align:middle line:84%
But when you're trying
to think of a particular

00:25:33.350 --> 00:25:37.910 align:middle line:84%
object that's either
conceptual or reified--

00:25:37.910 --> 00:25:41.150 align:middle line:84%
really real-- I want to
think about how is it made up

00:25:41.150 --> 00:25:45.050 align:middle line:90%
of what objects are in it?

00:25:45.050 --> 00:25:53.870 align:middle line:84%
What are the relationships
between objects?

00:25:53.870 --> 00:25:58.370 align:middle line:84%
And what are they called
or what are their names?

00:25:58.370 --> 00:25:59.250 align:middle line:90%
What was it?

00:25:59.250 --> 00:26:02.960 align:middle line:84%
There was something-- it was
like first or second class that

00:26:02.960 --> 00:26:03.920 align:middle line:90%
we had a real--

00:26:03.920 --> 00:26:06.800 align:middle line:84%
oh, I remember now--
really hard time

00:26:06.800 --> 00:26:09.000 align:middle line:90%
figuring out the name of it.

00:26:09.000 --> 00:26:11.270 align:middle line:90%
And it had to do with the--

00:26:11.270 --> 00:26:15.360 align:middle line:84%
well, this is an eighth note
and this one's a whole note.

00:26:15.360 --> 00:26:18.810 align:middle line:84%
And so the blank of
the note is eighth.

00:26:18.810 --> 00:26:20.280 align:middle line:90%
The blank of the note is whole.

00:26:20.280 --> 00:26:21.828 align:middle line:90%
What did we come up with?

00:26:21.828 --> 00:26:22.370 align:middle line:90%
We had some--

00:26:22.370 --> 00:26:22.580 align:middle line:90%
AUDIENCE: Almond.

00:26:22.580 --> 00:26:23.760 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: The almond of it.

00:26:23.760 --> 00:26:25.200 align:middle line:90%
Yeah, we had the--

00:26:25.200 --> 00:26:29.850 align:middle line:84%
so sometimes pushing it way
out there can make that.

00:26:29.850 --> 00:26:31.950 align:middle line:84%
I mean, some of y'all
have taken physics,

00:26:31.950 --> 00:26:36.310 align:middle line:84%
that probably subatomic
particles do not have a charm,

00:26:36.310 --> 00:26:38.290 align:middle line:90%
a color, things like that.

00:26:38.290 --> 00:26:41.100 align:middle line:84%
But these kinds of names
can help us conceive

00:26:41.100 --> 00:26:43.150 align:middle line:90%
of some property of something.

00:26:43.150 --> 00:26:45.100 align:middle line:84%
So we might have the
almond of a note.

00:26:45.100 --> 00:26:47.620 align:middle line:84%
I think I went with
something very generic--

00:26:47.620 --> 00:26:48.970 align:middle line:90%
the type of the note.

00:26:48.970 --> 00:26:52.380 align:middle line:84%
But always avoid type if you can
come up with something better

00:26:52.380 --> 00:26:57.670 align:middle line:84%
because type, it's too valuable
to use and too generic.

00:26:57.670 --> 00:27:00.460 align:middle line:84%
So good, so what are things
and what are they called?

00:27:00.460 --> 00:27:02.515 align:middle line:84%
And I'm spending-- notice,
what are the objects?

00:27:02.515 --> 00:27:04.390 align:middle line:84%
You're going to be
thinking about that a lot.

00:27:04.390 --> 00:27:05.430 align:middle line:90%
What are the relationships?

00:27:05.430 --> 00:27:07.597 align:middle line:84%
You're always going to be
thinking about that a lot.

00:27:07.597 --> 00:27:10.950 align:middle line:84%
But the name of something
can really, really

00:27:10.950 --> 00:27:15.820 align:middle line:84%
help somebody else understand
how you're conceiving something.

00:27:15.820 --> 00:27:18.300 align:middle line:90%
And it can be very, very hard.

00:27:18.300 --> 00:27:21.570 align:middle line:84%
Some of you have probably
heard the computer science joke

00:27:21.570 --> 00:27:24.510 align:middle line:84%
that there's only three
really difficult things

00:27:24.510 --> 00:27:26.160 align:middle line:90%
in programming--

00:27:26.160 --> 00:27:29.420 align:middle line:84%
what to name something,
and off by one errors.

00:27:29.420 --> 00:27:32.010 align:middle line:90%
[LAUGHING]

00:27:32.010 --> 00:27:33.350 align:middle line:90%
Good.

00:27:33.350 --> 00:27:33.850 align:middle line:90%
Good.

00:27:33.850 --> 00:27:36.310 align:middle line:84%
Some people hadn't heard that,
and some other people have.

00:27:36.310 --> 00:27:41.470 align:middle line:84%
Yeah, so what is
something called and that.

00:27:41.470 --> 00:27:44.100 align:middle line:84%
But we're going to
jump now to what

00:27:44.100 --> 00:27:47.760 align:middle line:84%
are the relationships
between objects?

00:27:47.760 --> 00:27:49.530 align:middle line:84%
What are some things
in music that we

00:27:49.530 --> 00:27:51.900 align:middle line:90%
might consider an object?

00:27:51.900 --> 00:27:53.800 align:middle line:90%
Let's just rapid fire.

00:27:53.800 --> 00:27:55.865 align:middle line:90%
Just shout out over each other.

00:27:55.865 --> 00:27:56.490 align:middle line:90%
AUDIENCE: Note.

00:27:56.490 --> 00:27:57.190 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Note.

00:27:57.190 --> 00:27:58.020 align:middle line:90%
Good.

00:27:58.020 --> 00:27:59.080 align:middle line:90%
Always take the easy one.

00:27:59.080 --> 00:28:00.520 align:middle line:84%
Get the easy
participation credit.

00:28:00.520 --> 00:28:01.230 align:middle line:90%
Great.

00:28:01.230 --> 00:28:01.573 align:middle line:90%
AUDIENCE: Rest.

00:28:01.573 --> 00:28:03.406 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Rest, I heard.

00:28:03.406 --> 00:28:04.190 align:middle line:90%
Yep.

00:28:04.190 --> 00:28:04.940 align:middle line:90%
AUDIENCE: Measure.

00:28:04.940 --> 00:28:05.320 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Measure.

00:28:05.320 --> 00:28:06.282 align:middle line:90%
Oh, that's good.

00:28:06.282 --> 00:28:06.990 align:middle line:90%
AUDIENCE: Phrase.

00:28:06.990 --> 00:28:09.660 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Phrase, ah.

00:28:09.660 --> 00:28:11.520 align:middle line:90%
Good.

00:28:11.520 --> 00:28:13.170 align:middle line:90%
AUDIENCE: Articulation.

00:28:13.170 --> 00:28:14.970 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Articulation.

00:28:14.970 --> 00:28:15.600 align:middle line:90%
Good.

00:28:15.600 --> 00:28:17.850 align:middle line:84%
I'm going to stop writing
down unless I hear something

00:28:17.850 --> 00:28:20.310 align:middle line:84%
that I've never,
never thought of.

00:28:20.310 --> 00:28:21.275 align:middle line:90%
Good, what else?

00:28:21.275 --> 00:28:23.795 align:middle line:90%


00:28:23.795 --> 00:28:24.420 align:middle line:90%
AUDIENCE: Clef.

00:28:24.420 --> 00:28:25.510 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Clef, good.

00:28:25.510 --> 00:28:26.200 align:middle line:90%
AUDIENCE: The whole score.

00:28:26.200 --> 00:28:27.190 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: The whole score.

00:28:27.190 --> 00:28:28.650 align:middle line:90%
Good, the score.

00:28:28.650 --> 00:28:30.570 align:middle line:90%
The dynamic.

00:28:30.570 --> 00:28:31.510 align:middle line:90%
The instrument.

00:28:31.510 --> 00:28:33.750 align:middle line:90%
Tempo.

00:28:33.750 --> 00:28:36.030 align:middle line:90%
Name of the performer.

00:28:36.030 --> 00:28:38.820 align:middle line:84%
Concert hall it was
first performed in.

00:28:38.820 --> 00:28:40.175 align:middle line:90%
Maybe, maybe not.

00:28:40.175 --> 00:28:41.550 align:middle line:84%
We can kind of
go-- but these are

00:28:41.550 --> 00:28:43.290 align:middle line:84%
things we might
represent when we're

00:28:43.290 --> 00:28:45.990 align:middle line:84%
thinking about a
performance of the music.

00:28:45.990 --> 00:28:47.040 align:middle line:90%
Good.

00:28:47.040 --> 00:28:51.070 align:middle line:84%
Anything else jumping
on people's minds?

00:28:51.070 --> 00:28:54.748 align:middle line:84%
Angelica, do you have one
that you haven't heard?

00:28:54.748 --> 00:28:56.290 align:middle line:84%
AUDIENCE: The word
beat or something.

00:28:56.290 --> 00:28:56.760 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Beat.

00:28:56.760 --> 00:28:57.370 align:middle line:90%
Oh, yeah.

00:28:57.370 --> 00:28:58.650 align:middle line:90%
Beat.

00:28:58.650 --> 00:29:01.500 align:middle line:84%
See, that's great
because that's something

00:29:01.500 --> 00:29:04.370 align:middle line:84%
we don't see on the score but
we're thinking all the time,

00:29:04.370 --> 00:29:04.870 align:middle line:90%
right?

00:29:04.870 --> 00:29:05.640 align:middle line:90%
Yeah?

00:29:05.640 --> 00:29:05.940 align:middle line:90%
AUDIENCE: Timbre?

00:29:05.940 --> 00:29:07.080 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Timbre.

00:29:07.080 --> 00:29:07.860 align:middle line:90%
Good.

00:29:07.860 --> 00:29:13.020 align:middle line:84%
The instrumental
color or timbre.

00:29:13.020 --> 00:29:14.340 align:middle line:90%
Great.

00:29:14.340 --> 00:29:17.250 align:middle line:84%
So these are all
different things

00:29:17.250 --> 00:29:20.530 align:middle line:84%
that we might think
of as objects.

00:29:20.530 --> 00:29:21.730 align:middle line:90%
One of the things--

00:29:21.730 --> 00:29:25.860 align:middle line:84%
and some of them, we might not
represent in every programming

00:29:25.860 --> 00:29:29.435 align:middle line:84%
language as an
actual object class,

00:29:29.435 --> 00:29:31.060 align:middle line:84%
depending on your
programming language.

00:29:31.060 --> 00:29:32.820 align:middle line:84%
But there are things
we can think of that

00:29:32.820 --> 00:29:37.380 align:middle line:90%
have a particular noun-ness.

00:29:37.380 --> 00:29:38.850 align:middle line:90%
Can you say noun-ness?

00:29:38.850 --> 00:29:43.020 align:middle line:84%
That they act like nouns, that
they have the essence of a noun

00:29:43.020 --> 00:29:44.590 align:middle line:90%
as opposed to a verb.

00:29:44.590 --> 00:29:52.830 align:middle line:84%
Nobody said that a fundamental
object was transpose or perform,

00:29:52.830 --> 00:29:55.150 align:middle line:90%
those verb-y things.

00:29:55.150 --> 00:29:57.540 align:middle line:84%
So what we want to
think of various ways

00:29:57.540 --> 00:30:01.020 align:middle line:90%
that objects can be related.

00:30:01.020 --> 00:30:06.600 align:middle line:84%
We talk often about
taxonomies and meronomies.

00:30:06.600 --> 00:30:09.360 align:middle line:84%
Has this come up in anybody
else's in computer science

00:30:09.360 --> 00:30:10.800 align:middle line:90%
classes?

00:30:10.800 --> 00:30:12.900 align:middle line:90%
Doesn't come up in, what was it?

00:30:12.900 --> 00:30:14.920 align:middle line:90%
6.009, 6.1010?

00:30:14.920 --> 00:30:16.230 align:middle line:90%
OK, good.

00:30:16.230 --> 00:30:19.100 align:middle line:84%
But who has heard of a
taxonomy in another concept?

00:30:19.100 --> 00:30:19.600 align:middle line:90%
Yeah.

00:30:19.600 --> 00:30:22.402 align:middle line:84%
Yeah, Karima, where
have you heard it?

00:30:22.402 --> 00:30:23.360 align:middle line:90%
AUDIENCE: Like animals.

00:30:23.360 --> 00:30:24.260 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Animals.

00:30:24.260 --> 00:30:26.388 align:middle line:84%
Kings play cards on
fat green stools.

00:30:26.388 --> 00:30:27.430 align:middle line:90%
Do they still teach that?

00:30:27.430 --> 00:30:29.410 align:middle line:90%
Or kingdom, phylum.

00:30:29.410 --> 00:30:29.920 align:middle line:90%
Yeah.

00:30:29.920 --> 00:30:31.447 align:middle line:90%
I mean, now there's all these--

00:30:31.447 --> 00:30:32.780 align:middle line:90%
they keep rearranging it, right?

00:30:32.780 --> 00:30:35.350 align:middle line:84%
They're keeping subclasses
and super kingdoms,

00:30:35.350 --> 00:30:36.680 align:middle line:90%
and things like that.

00:30:36.680 --> 00:30:40.060 align:middle line:84%
But yeah, so we can have
a taxonomy that way.

00:30:40.060 --> 00:30:46.120 align:middle line:84%
So taxonomy is one that
were useful for taxon--

00:30:46.120 --> 00:30:49.960 align:middle line:90%


00:30:49.960 --> 00:30:51.470 align:middle line:84%
when you're too
close, it's hard.

00:30:51.470 --> 00:30:51.970 align:middle line:90%
OK.

00:30:51.970 --> 00:30:55.730 align:middle line:84%
Taxonomy, in this
definition in ontology,

00:30:55.730 --> 00:31:02.050 align:middle line:84%
it's something is
something else.

00:31:02.050 --> 00:31:12.640 align:middle line:84%
So give the example here
that a minuet is a dance.

00:31:12.640 --> 00:31:17.410 align:middle line:84%
For those who know the minuet
style in the early 18th century,

00:31:17.410 --> 00:31:20.320 align:middle line:84%
the minuet is a
triple time dance,

00:31:20.320 --> 00:31:22.770 align:middle line:90%
which means it is a dance.

00:31:22.770 --> 00:31:25.948 align:middle line:90%
Or it is a--

00:31:25.948 --> 00:31:26.490 align:middle line:90%
I don't know.

00:31:26.490 --> 00:31:30.560 align:middle line:84%
What's something else in
music that is something else?

00:31:30.560 --> 00:31:41.800 align:middle line:90%


00:31:41.800 --> 00:31:42.300 align:middle line:90%
Yeah?

00:31:42.300 --> 00:31:43.740 align:middle line:90%
AUDIENCE: Allegretto is a tempo.

00:31:43.740 --> 00:31:46.020 align:middle line:84%
MICHAEL SCOTT ASATO CUTHBERT:
Allegretto is a tempo.

00:31:46.020 --> 00:31:46.630 align:middle line:90%
Good.

00:31:46.630 --> 00:31:47.950 align:middle line:90%
I put up this.

00:31:47.950 --> 00:31:50.508 align:middle line:84%
What do you call this
one in this context?

00:31:50.508 --> 00:31:51.300 align:middle line:90%
AUDIENCE: Staccato.

00:31:51.300 --> 00:31:52.925 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Staccato.

00:31:52.925 --> 00:31:55.920 align:middle line:84%
Now you'll understand when you
do optical music recognition how

00:31:55.920 --> 00:31:57.280 align:middle line:90%
the context is so important.

00:31:57.280 --> 00:31:59.363 align:middle line:84%
Otherwise, you would say
augmentation dock, right?

00:31:59.363 --> 00:32:01.862 align:middle line:90%
So staccato is a--

00:32:01.862 --> 00:32:02.820 align:middle line:90%
AUDIENCE: Articulation.

00:32:02.820 --> 00:32:04.945 align:middle line:84%
MICHAEL SCOTT ASATO CUTHBERT:
--articulation, good.

00:32:04.945 --> 00:32:09.035 align:middle line:84%
Is there any higher level
thing that we might say is?

00:32:09.035 --> 00:32:12.660 align:middle line:90%


00:32:12.660 --> 00:32:13.380 align:middle line:90%
Musicians?

00:32:13.380 --> 00:32:14.515 align:middle line:90%
Probably not.

00:32:14.515 --> 00:32:16.140 align:middle line:84%
But when we're thinking
of representing

00:32:16.140 --> 00:32:17.490 align:middle line:90%
for computer-- yeah, Sean?

00:32:17.490 --> 00:32:18.923 align:middle line:90%
AUDIENCE: A half note is a note.

00:32:18.923 --> 00:32:21.340 align:middle line:84%
MICHAEL SCOTT ASATO CUTHBERT:
A half note is a note, good.

00:32:21.340 --> 00:32:24.570 align:middle line:90%
Half note is a note.

00:32:24.570 --> 00:32:25.530 align:middle line:90%
Great.

00:32:25.530 --> 00:32:28.750 align:middle line:84%
I was just going to go back
to the articulations also,

00:32:28.750 --> 00:32:31.380 align:middle line:84%
but we'll jump to half
note is a note in a second

00:32:31.380 --> 00:32:34.140 align:middle line:84%
because that's a
pretty fundamental one.

00:32:34.140 --> 00:32:37.890 align:middle line:84%
Sometimes with your
own representations,

00:32:37.890 --> 00:32:41.970 align:middle line:84%
you might think
of, for instance,

00:32:41.970 --> 00:32:45.236 align:middle line:90%
is trill an articulation?

00:32:45.236 --> 00:32:51.180 align:middle line:90%


00:32:51.180 --> 00:32:52.650 align:middle line:90%
Who votes yes?

00:32:52.650 --> 00:32:53.720 align:middle line:90%
Who votes no?

00:32:53.720 --> 00:32:56.580 align:middle line:90%


00:32:56.580 --> 00:32:59.028 align:middle line:84%
Who votes I have never
thought about this,

00:32:59.028 --> 00:33:01.570 align:middle line:84%
and I hope I never have to think
about this again in my life?

00:33:01.570 --> 00:33:02.300 align:middle line:90%
OK, good.

00:33:02.300 --> 00:33:02.800 align:middle line:90%
Good.

00:33:02.800 --> 00:33:08.950 align:middle line:84%
A lot of people call a trill an
ornament, a tern, an ornament,

00:33:08.950 --> 00:33:10.060 align:middle line:90%
something like that.

00:33:10.060 --> 00:33:13.470 align:middle line:84%
So you might need what is
the class of-- but we know

00:33:13.470 --> 00:33:16.950 align:middle line:84%
that a trill is more
related to an accent mark

00:33:16.950 --> 00:33:23.800 align:middle line:84%
than it is to a half
note or to a Giselle.

00:33:23.800 --> 00:33:24.910 align:middle line:90%
Right?

00:33:24.910 --> 00:33:30.870 align:middle line:84%
So we might think of what's some
kind of slightly bigger thing

00:33:30.870 --> 00:33:36.420 align:middle line:84%
that holds articulations
and ornaments?

00:33:36.420 --> 00:33:37.543 align:middle line:90%
What might we call that?

00:33:37.543 --> 00:33:39.460 align:middle line:84%
And why don't we come
up with a name for that?

00:33:39.460 --> 00:33:40.890 align:middle line:90%
Yeah, Jason first then--

00:33:40.890 --> 00:33:41.250 align:middle line:90%
AUDIENCE: Modifier?

00:33:41.250 --> 00:33:42.520 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: A modifier.

00:33:42.520 --> 00:33:43.440 align:middle line:90%
Good.

00:33:43.440 --> 00:33:47.070 align:middle line:90%
That's what a lot of people--

00:33:47.070 --> 00:33:51.700 align:middle line:84%
believe what it's called in
the VexFlow notation software.

00:33:51.700 --> 00:33:52.710 align:middle line:90%
So somebody's-- yeah?

00:33:52.710 --> 00:33:54.240 align:middle line:84%
AUDIENCE: I think
maybe you could

00:33:54.240 --> 00:33:56.880 align:middle line:84%
throw under envelope if you're
thinking about synthesis.

00:33:56.880 --> 00:33:59.748 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Envelope.

00:33:59.748 --> 00:34:03.480 align:middle line:90%
Are they envelopes?

00:34:03.480 --> 00:34:09.750 align:middle line:90%
They might be envelope changers.

00:34:09.750 --> 00:34:13.252 align:middle line:84%
They, in themselves,
the staccato doesn't--

00:34:13.252 --> 00:34:14.710 align:middle line:84%
does the staccato
have an envelope?

00:34:14.710 --> 00:34:15.489 align:middle line:90%
Maybe it does.

00:34:15.489 --> 00:34:17.880 align:middle line:84%
I'm not-- I don't
work in this as much.

00:34:17.880 --> 00:34:21.360 align:middle line:84%
AUDIENCE: But it's like,
it's just like the attack--

00:34:21.360 --> 00:34:22.650 align:middle line:90%
I forget the second thing.

00:34:22.650 --> 00:34:25.480 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Sustained attack?

00:34:25.480 --> 00:34:27.232 align:middle line:90%
No, attack d--

00:34:27.232 --> 00:34:27.899 align:middle line:90%
AUDIENCE: Decay.

00:34:27.899 --> 00:34:28.559 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: --decay.

00:34:28.559 --> 00:34:28.920 align:middle line:90%
S?

00:34:28.920 --> 00:34:29.340 align:middle line:90%
AUDIENCE: Sustain.

00:34:29.340 --> 00:34:29.760 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Sustain.

00:34:29.760 --> 00:34:30.840 align:middle line:90%
R?

00:34:30.840 --> 00:34:32.620 align:middle line:90%
Resonance or release.

00:34:32.620 --> 00:34:33.210 align:middle line:90%
Yeah.

00:34:33.210 --> 00:34:34.335 align:middle line:90%
Not this class.

00:34:34.335 --> 00:34:36.210 align:middle line:84%
Not what we're talking
about, but some people

00:34:36.210 --> 00:34:38.590 align:middle line:84%
have that knowledge from
doing electronic music things.

00:34:38.590 --> 00:34:41.429 align:middle line:84%
Yeah, so this is
something that changes

00:34:41.429 --> 00:34:46.060 align:middle line:84%
how we attack, how we decay,
how we sustain, how we release.

00:34:46.060 --> 00:34:49.750 align:middle line:84%
So yeah, maybe that
is a very good term.

00:34:49.750 --> 00:34:52.290 align:middle line:84%
We're going to be
coming up with a bunch

00:34:52.290 --> 00:34:58.560 align:middle line:84%
of these conceptual grouping
things because of something

00:34:58.560 --> 00:35:08.764 align:middle line:84%
that you can do with things that
are in a taxonomic relationship.

00:35:08.764 --> 00:35:11.580 align:middle line:90%


00:35:11.580 --> 00:35:13.230 align:middle line:90%
And I'll write that out.

00:35:13.230 --> 00:35:16.860 align:middle line:84%
And while y'all think of what
might be in those missing

00:35:16.860 --> 00:35:21.490 align:middle line:84%
letters, you had a comment
on the previous one.

00:35:21.490 --> 00:35:23.580 align:middle line:84%
AUDIENCE: I just want
to say augmentation.

00:35:23.580 --> 00:35:23.850 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: They

00:35:23.850 --> 00:35:26.310 align:middle line:84%
might be an augmentation,
or in the case

00:35:26.310 --> 00:35:30.960 align:middle line:84%
of a staccato, maybe a negative
augmentation or something.

00:35:30.960 --> 00:35:32.565 align:middle line:90%
Yeah, a length reducer.

00:35:32.565 --> 00:35:33.065 align:middle line:90%
Good.

00:35:33.065 --> 00:35:35.820 align:middle line:90%


00:35:35.820 --> 00:35:39.270 align:middle line:84%
What do you think that
in computer speak, when

00:35:39.270 --> 00:35:42.160 align:middle line:84%
we say that something
is something else,

00:35:42.160 --> 00:35:48.120 align:middle line:84%
we can represent it with
subclass relationships.

00:35:48.120 --> 00:35:51.100 align:middle line:84%
Subclasses is something
that comes up,

00:35:51.100 --> 00:35:54.430 align:middle line:84%
I'm 99% sure, in
the prereq for this.

00:35:54.430 --> 00:35:55.050 align:middle line:90%
Right?

00:35:55.050 --> 00:35:58.960 align:middle line:84%
You guys deal with classes
and subclasses and things.

00:35:58.960 --> 00:36:01.830 align:middle line:84%
So quite often,
there are a bunch of

00:36:01.830 --> 00:36:08.790 align:middle line:84%
built in subclasses in Python
that you have various--

00:36:08.790 --> 00:36:11.620 align:middle line:84%
a lot of things
that we think of,

00:36:11.620 --> 00:36:15.820 align:middle line:84%
things are subclasses of
number, complex numbers.

00:36:15.820 --> 00:36:16.690 align:middle line:90%
Oh, yeah.

00:36:16.690 --> 00:36:21.400 align:middle line:84%
We all learned taxonomies in
our math classes too, right?

00:36:21.400 --> 00:36:28.900 align:middle line:84%
Complex numbers, floats,
ints, things like that.

00:36:28.900 --> 00:36:31.772 align:middle line:84%
And quite often, for
different purposes--

00:36:31.772 --> 00:36:33.480 align:middle line:84%
that's why we thought
about stakeholders.

00:36:33.480 --> 00:36:38.640 align:middle line:84%
For different purposes,
different taxonomies

00:36:38.640 --> 00:36:40.600 align:middle line:90%
can be created, right?

00:36:40.600 --> 00:36:43.080 align:middle line:84%
I mean, in certain
cases, you could think,

00:36:43.080 --> 00:36:46.980 align:middle line:84%
well, an integer is a
special kind of float

00:36:46.980 --> 00:36:50.610 align:middle line:90%
that has nothing past the dot.

00:36:50.610 --> 00:36:53.520 align:middle line:84%
And that's a very
great mathematical way

00:36:53.520 --> 00:36:55.300 align:middle line:90%
of thinking of an integer.

00:36:55.300 --> 00:36:58.980 align:middle line:84%
If you try to implement it that
way in your computer programs,

00:36:58.980 --> 00:37:01.740 align:middle line:84%
you got some slowness
going because you

00:37:01.740 --> 00:37:05.200 align:middle line:84%
have a whole bunch of added
baggage that you wouldn't need.

00:37:05.200 --> 00:37:08.188 align:middle line:84%
Or you could think
of if you are a--

00:37:08.188 --> 00:37:08.730 align:middle line:90%
I don't know.

00:37:08.730 --> 00:37:10.442 align:middle line:84%
When you're in third
grade, fourth grade,

00:37:10.442 --> 00:37:12.400 align:middle line:84%
when's the first time
you learn about decimals?

00:37:12.400 --> 00:37:16.840 align:middle line:84%
We don't know the word int, but
we know that there are integers.

00:37:16.840 --> 00:37:18.940 align:middle line:84%
We know that there's
5 and 7 and things.

00:37:18.940 --> 00:37:24.910 align:middle line:84%
And the first time that you see
5.2, you would think, oh, well,

00:37:24.910 --> 00:37:28.410 align:middle line:84%
this seems to be
a subclass of this

00:37:28.410 --> 00:37:30.730 align:middle line:84%
because it's a different
kind of number.

00:37:30.730 --> 00:37:33.210 align:middle line:84%
So depending on how
our ontology, how

00:37:33.210 --> 00:37:36.540 align:middle line:84%
we're conceptualizing
the world, taxonomies

00:37:36.540 --> 00:37:40.140 align:middle line:84%
could run in two
different directions.

00:37:40.140 --> 00:37:43.530 align:middle line:90%
So we'll get back to this.

00:37:43.530 --> 00:37:45.870 align:middle line:84%
I just want to make sure
that we can get through this

00:37:45.870 --> 00:37:48.480 align:middle line:90%
in a certain amount of time.

00:37:48.480 --> 00:37:51.780 align:middle line:90%
Then there's something called--

00:37:51.780 --> 00:37:52.870 align:middle line:90%
where did I write it down?

00:37:52.870 --> 00:37:53.830 align:middle line:90%
Did I not write it yet?

00:37:53.830 --> 00:37:54.570 align:middle line:90%
No.

00:37:54.570 --> 00:37:56.680 align:middle line:90%
Something called a meronomy.

00:37:56.680 --> 00:38:04.170 align:middle line:90%


00:38:04.170 --> 00:38:08.460 align:middle line:84%
And a meronomy, something
that instead of is, it's

00:38:08.460 --> 00:38:09.973 align:middle line:90%
something that something has.

00:38:09.973 --> 00:38:14.850 align:middle line:90%


00:38:14.850 --> 00:38:19.330 align:middle line:84%
Michael Cuthbert is a
human most of the time,

00:38:19.330 --> 00:38:24.340 align:middle line:84%
and therefore, he is an animal
because all humans are animals.

00:38:24.340 --> 00:38:26.560 align:middle line:90%
Therefore, he is a living thing.

00:38:26.560 --> 00:38:31.200 align:middle line:84%
Or that is because we can
think of that as a taxonomy.

00:38:31.200 --> 00:38:32.560 align:middle line:90%
Michael is an arm.

00:38:32.560 --> 00:38:35.820 align:middle line:84%
He's actually two arms,
and he's also two legs.

00:38:35.820 --> 00:38:37.660 align:middle line:90%
No, that doesn't make sense.

00:38:37.660 --> 00:38:41.440 align:middle line:84%
There is a relationship between
my arms and my legs and me,

00:38:41.440 --> 00:38:44.280 align:middle line:84%
but it's not the is
relationship, or at least,

00:38:44.280 --> 00:38:46.180 align:middle line:90%
not the way I conceive of it.

00:38:46.180 --> 00:38:49.350 align:middle line:90%
But it's something that I have.

00:38:49.350 --> 00:38:51.390 align:middle line:90%
So what is something--

00:38:51.390 --> 00:38:52.120 align:middle line:90%
oh, sorry.

00:38:52.120 --> 00:38:56.760 align:middle line:84%
I meant to leave up John's
great half note is a note thing.

00:38:56.760 --> 00:38:59.980 align:middle line:90%
So a half note is a note.

00:38:59.980 --> 00:39:06.540 align:middle line:84%
What is something that a
half note has that it is not?

00:39:06.540 --> 00:39:07.450 align:middle line:90%
Jason first.

00:39:07.450 --> 00:39:08.370 align:middle line:90%
AUDIENCE: Almond.

00:39:08.370 --> 00:39:09.912 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Almond.

00:39:09.912 --> 00:39:13.720 align:middle line:84%
It has almond, which
we used for the type.

00:39:13.720 --> 00:39:14.790 align:middle line:90%
Right?

00:39:14.790 --> 00:39:16.120 align:middle line:90%
That's the almond.

00:39:16.120 --> 00:39:16.620 align:middle line:90%
Great.

00:39:16.620 --> 00:39:19.650 align:middle line:84%
I'm going to-- I already have
chives as a vocabulary later,

00:39:19.650 --> 00:39:20.590 align:middle line:90%
now we have almonds.

00:39:20.590 --> 00:39:23.050 align:middle line:90%
So it has a particular type.

00:39:23.050 --> 00:39:23.820 align:middle line:90%
Great.

00:39:23.820 --> 00:39:27.883 align:middle line:90%
What else does a half note have?

00:39:27.883 --> 00:39:30.640 align:middle line:90%


00:39:30.640 --> 00:39:31.140 align:middle line:90%
Adam?

00:39:31.140 --> 00:39:32.190 align:middle line:90%
AUDIENCE: Duration.

00:39:32.190 --> 00:39:33.160 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Duration.

00:39:33.160 --> 00:39:33.660 align:middle line:90%
Good.

00:39:33.660 --> 00:39:36.930 align:middle line:90%
Might have a duration.

00:39:36.930 --> 00:39:41.053 align:middle line:84%
What does an eighth note
have that a half note lacks?

00:39:41.053 --> 00:39:43.985 align:middle line:90%


00:39:43.985 --> 00:39:44.610 align:middle line:90%
AUDIENCE: Flag.

00:39:44.610 --> 00:39:46.068 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Flag.

00:39:46.068 --> 00:39:47.700 align:middle line:90%


00:39:47.700 --> 00:39:50.340 align:middle line:90%
Call that a flag.

00:39:50.340 --> 00:39:55.260 align:middle line:84%
And what might two eighth
notes have that one eighth note

00:39:55.260 --> 00:39:56.020 align:middle line:90%
doesn't.

00:39:56.020 --> 00:39:56.520 align:middle line:90%
Yeah?

00:39:56.520 --> 00:39:57.300 align:middle line:90%
AUDIENCE: A bar.

00:39:57.300 --> 00:39:58.300 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: A bar,

00:39:58.300 --> 00:39:59.652 align:middle line:90%
or what do we call that thing?

00:39:59.652 --> 00:40:00.360 align:middle line:90%
AUDIENCE: A beam.

00:40:00.360 --> 00:40:01.240 align:middle line:84%
MICHAEL SCOTT ASATO
CUTHBERT: Beam, good.

00:40:01.240 --> 00:40:01.740 align:middle line:90%
Good.

00:40:01.740 --> 00:40:04.050 align:middle line:84%
I'm going to-- the
center of the room has

00:40:04.050 --> 00:40:05.570 align:middle line:90%
been really active for a bit.

00:40:05.570 --> 00:40:08.320 align:middle line:84%
I'm going to focus over here
and over here for a little bit

00:40:08.320 --> 00:40:09.650 align:middle line:90%
for the next couple answers.

00:40:09.650 --> 00:40:10.150 align:middle line:90%
Good.

00:40:10.150 --> 00:40:11.080 align:middle line:90%
So it has a beam.

00:40:11.080 --> 00:40:13.720 align:middle line:90%
So we can think of this.

00:40:13.720 --> 00:40:17.440 align:middle line:84%
And here's where your
conception skill--

00:40:17.440 --> 00:40:19.990 align:middle line:90%
eighth note has a beam.

00:40:19.990 --> 00:40:23.540 align:middle line:84%
16th note have a beam, or
16th notes have a beam?

00:40:23.540 --> 00:40:25.240 align:middle line:90%
Yeah.

00:40:25.240 --> 00:40:30.430 align:middle line:84%
Do 16th notes have a beam
that has two lines in it,

00:40:30.430 --> 00:40:33.498 align:middle line:90%
or do 16th notes have two beams?

00:40:33.498 --> 00:40:35.890 align:middle line:90%
[LAUGHING]

00:40:35.890 --> 00:40:38.080 align:middle line:84%
You can imagine you're
going to encode this

00:40:38.080 --> 00:40:42.910 align:middle line:84%
very differently if you
encode the number of things.

00:40:42.910 --> 00:40:48.580 align:middle line:84%
And some eighth notes don't have
beams, they have flags instead.

00:40:48.580 --> 00:40:51.530 align:middle line:84%
But they have the potential
for gaining a beam,

00:40:51.530 --> 00:40:53.230 align:middle line:90%
perhaps, if we think of--

00:40:53.230 --> 00:40:58.570 align:middle line:84%
mommy, I always want to grow up
and be a beamed eighth note, not

00:40:58.570 --> 00:40:59.510 align:middle line:90%
a flag eighth note.

00:40:59.510 --> 00:41:01.990 align:middle line:84%
So you might say,
well, we're not

00:41:01.990 --> 00:41:07.050 align:middle line:84%
going to have a certain
eighth notes that have no--

00:41:07.050 --> 00:41:09.870 align:middle line:84%
now we'll get into computer
speak rather than philosophy

00:41:09.870 --> 00:41:12.570 align:middle line:84%
speak-- that have no
attribute that where

00:41:12.570 --> 00:41:14.830 align:middle line:84%
beam could go because
that's just silly.

00:41:14.830 --> 00:41:16.830 align:middle line:84%
I don't want to have
unbeamed eighth notes

00:41:16.830 --> 00:41:17.830 align:middle line:90%
and beamed eighth notes.

00:41:17.830 --> 00:41:20.530 align:middle line:84%
Maybe that's two
different concepts.

00:41:20.530 --> 00:41:22.480 align:middle line:90%
That's two different objects.

00:41:22.480 --> 00:41:25.620 align:middle line:84%
Maybe you say, well, I'll
have one type of eighth note

00:41:25.620 --> 00:41:30.240 align:middle line:84%
and it either has or
doesn't have beams.

00:41:30.240 --> 00:41:34.890 align:middle line:84%
Then in your representation, you
might be asking yourself-- oops.

00:41:34.890 --> 00:41:36.930 align:middle line:90%
Leave that up.

00:41:36.930 --> 00:41:40.320 align:middle line:84%
You might be asking yourself,
does it make sense to say that

00:41:40.320 --> 00:41:44.800 align:middle line:84%
eighth notes, 16th notes, 32nd
notes, 64th notes, whatever--

00:41:44.800 --> 00:41:48.300 align:middle line:84%
go on to the highest power
of two you can think of- have

00:41:48.300 --> 00:41:52.710 align:middle line:84%
beams, but quarter notes and
half notes and whole notes

00:41:52.710 --> 00:41:54.390 align:middle line:90%
don't?

00:41:54.390 --> 00:41:59.400 align:middle line:84%
Or do we say that whole
notes have the potential

00:41:59.400 --> 00:42:04.140 align:middle line:84%
to have beams, but you
better not put any on?

00:42:04.140 --> 00:42:05.020 align:middle line:90%
I don't know.

00:42:05.020 --> 00:42:07.090 align:middle line:84%
There isn't a correct
answer for that.

00:42:07.090 --> 00:42:10.050 align:middle line:84%
And so sometimes, what
we conceive of, we--

00:42:10.050 --> 00:42:14.680 align:middle line:84%
I cannot conceive of a
whole note with beams.

00:42:14.680 --> 00:42:17.340 align:middle line:84%
I can conceive of a
half note with beams.

00:42:17.340 --> 00:42:18.790 align:middle line:90%
I can think of it.

00:42:18.790 --> 00:42:20.728 align:middle line:90%
I don't know what it means.

00:42:20.728 --> 00:42:22.395 align:middle line:84%
Actually, it means
[INAUDIBLE] tremolos.

00:42:22.395 --> 00:42:25.300 align:middle line:90%
Dee dol, dee dol, dee dol.

00:42:25.300 --> 00:42:26.800 align:middle line:90%
But that's something else.

00:42:26.800 --> 00:42:29.430 align:middle line:84%
Maybe that's something visually
that looks just like a beam,

00:42:29.430 --> 00:42:33.120 align:middle line:84%
but means something--
or maybe it's not.

00:42:33.120 --> 00:42:37.240 align:middle line:84%
So some of the things that
come up in musical forms give--

00:42:37.240 --> 00:42:39.820 align:middle line:84%
so a sonata is a
type of musical form.

00:42:39.820 --> 00:42:43.050 align:middle line:84%
It's used quite often in
the 18th and 19th century,

00:42:43.050 --> 00:42:46.330 align:middle line:84%
and it's a musical form
that has an exposition--

00:42:46.330 --> 00:42:47.880 align:middle line:84%
the thing close
to the beginning.

00:42:47.880 --> 00:42:51.930 align:middle line:84%
And the exposition has a first
theme group and a second theme

00:42:51.930 --> 00:42:52.450 align:middle line:90%
group.

00:42:52.450 --> 00:42:56.350 align:middle line:84%
And the first theme
group has a phrase,

00:42:56.350 --> 00:42:59.250 align:middle line:84%
and that phrase has
measures, and those

00:42:59.250 --> 00:43:03.370 align:middle line:84%
measures have notes, perhaps
is one way of conceiving of it.

00:43:03.370 --> 00:43:07.480 align:middle line:84%
It would make much less sense
to say, well, it has a phrase.

00:43:07.480 --> 00:43:11.880 align:middle line:84%
And a phrase is a measure,
and a measure is a note.

00:43:11.880 --> 00:43:12.690 align:middle line:90%
Right?

00:43:12.690 --> 00:43:19.090 align:middle line:84%
So this is going to be the
big part of problem set two.

00:43:19.090 --> 00:43:23.680 align:middle line:84%
In fact, we're going to
skip some other things.

00:43:23.680 --> 00:43:27.210 align:middle line:84%
We're just going to do a little
bit of the cook discussion.

00:43:27.210 --> 00:43:30.660 align:middle line:84%
And then I want to
give you time to start

00:43:30.660 --> 00:43:32.470 align:middle line:90%
thinking about problem set two.

00:43:32.470 --> 00:43:35.340 align:middle line:84%
In problem set two,
you're going to think

00:43:35.340 --> 00:43:40.630 align:middle line:84%
of a type of music that is not
common Western music notation.

00:43:40.630 --> 00:43:44.080 align:middle line:84%
It might not even have
to be a type of music.

00:43:44.080 --> 00:43:49.240 align:middle line:84%
Some people have done
things related to music,

00:43:49.240 --> 00:43:53.190 align:middle line:84%
such as there was a chess
playing music generating system

00:43:53.190 --> 00:43:56.410 align:middle line:84%
in the 1960s that somebody
decided to work on.

00:43:56.410 --> 00:43:59.850 align:middle line:84%
Or it might be the structure
of a concert or something

00:43:59.850 --> 00:44:00.460 align:middle line:90%
like that.

00:44:00.460 --> 00:44:04.830 align:middle line:84%
And I want you to come up
with the kinds of what's

00:44:04.830 --> 00:44:09.730 align:middle line:84%
the taxonomy in the ontology in
the conception of the system?

00:44:09.730 --> 00:44:14.350 align:middle line:84%
How does this work, and what
are these relationships?

00:44:14.350 --> 00:44:17.970 align:middle line:84%
What's the meronomy
and the taxonomy there?

00:44:17.970 --> 00:44:20.670 align:middle line:84%
Over the weekend,
we're going to be

00:44:20.670 --> 00:44:26.700 align:middle line:84%
going through some of the
past notational formats

00:44:26.700 --> 00:44:31.440 align:middle line:84%
for common Western
music notation, some

00:44:31.440 --> 00:44:35.370 align:middle line:84%
of the representations, the
ontologies, the file formats

00:44:35.370 --> 00:44:40.170 align:middle line:90%
that have come up over time.

00:44:40.170 --> 00:44:43.650 align:middle line:84%
One of the things-- a lot of
the pieces, the discussions

00:44:43.650 --> 00:44:46.890 align:middle line:84%
that people were talking
about have some connection

00:44:46.890 --> 00:44:49.720 align:middle line:84%
to common Western music
notation, things I was hearing,

00:44:49.720 --> 00:44:52.960 align:middle line:84%
but are not themselves common
Western music notation.

00:44:52.960 --> 00:44:55.810 align:middle line:90%
They might have-- oh, yeah.

00:44:55.810 --> 00:44:59.998 align:middle line:84%
Well, the rhythm is the same as
common Western music notation,

00:44:59.998 --> 00:45:00.790 align:middle line:90%
but something else.

00:45:00.790 --> 00:45:04.800 align:middle line:84%
Anything that you think is just
part of common Western music

00:45:04.800 --> 00:45:11.310 align:middle line:84%
notation, assume that part of
the ontology of the file format

00:45:11.310 --> 00:45:12.790 align:middle line:90%
has already been solved.

00:45:12.790 --> 00:45:16.290 align:middle line:84%
So what I'm saying, if it's like
you're doing something with,

00:45:16.290 --> 00:45:18.090 align:middle line:90%
oh, this is a dance groove.

00:45:18.090 --> 00:45:19.720 align:middle line:84%
And the baseline
is stored this way,

00:45:19.720 --> 00:45:21.580 align:middle line:84%
and it's represented
in this way.

00:45:21.580 --> 00:45:24.060 align:middle line:84%
And the notes of the
baseline are just

00:45:24.060 --> 00:45:31.320 align:middle line:84%
stored in CWMN, or something,
or stored somehow--

00:45:31.320 --> 00:45:33.160 align:middle line:90%
stored in MusicXML, something.

00:45:33.160 --> 00:45:36.000 align:middle line:90%
You'll get some formats.

00:45:36.000 --> 00:45:39.780 align:middle line:84%
The only way that
people have gone

00:45:39.780 --> 00:45:44.310 align:middle line:84%
really wrong on similar
assignments to this in the past

00:45:44.310 --> 00:45:46.530 align:middle line:84%
is spending too
much time thinking

00:45:46.530 --> 00:45:48.940 align:middle line:84%
about the things that
have already been solved.

00:45:48.940 --> 00:45:54.520 align:middle line:84%
If your format needs to encode
in images at certain points,

00:45:54.520 --> 00:45:55.900 align:middle line:90%
just say they're JPEGs.

00:45:55.900 --> 00:45:58.330 align:middle line:84%
Don't invent your
entire new image format.

00:45:58.330 --> 00:46:01.140 align:middle line:84%
Don't invent new
things that you already

00:46:01.140 --> 00:46:04.350 align:middle line:84%
know that have-- spend the
time on conceptualizing what

00:46:04.350 --> 00:46:07.170 align:middle line:90%
hasn't been conceived before.

00:46:07.170 --> 00:46:11.160 align:middle line:84%
I just want to point out
a little bit-- oh, sorry.

00:46:11.160 --> 00:46:12.710 align:middle line:90%
That is completely illegible.

00:46:12.710 --> 00:46:14.460 align:middle line:84%
Always feel free to
tell me when something

00:46:14.460 --> 00:46:16.450 align:middle line:90%
is completely illegible.

00:46:16.450 --> 00:46:17.620 align:middle line:90%
Is that-- there we go.

00:46:17.620 --> 00:46:19.290 align:middle line:90%
Now it's not.

00:46:19.290 --> 00:46:22.050 align:middle line:84%
We're going to go
through this more slowly.

00:46:22.050 --> 00:46:28.020 align:middle line:84%
I think I can't remember over
the weekend or on Wednesday.

00:46:28.020 --> 00:46:30.310 align:middle line:84%
I should have my
syllabus in my head,

00:46:30.310 --> 00:46:32.903 align:middle line:84%
but I write it down so I
don't have to memorize it.

00:46:32.903 --> 00:46:35.070 align:middle line:84%
But we're going to be going
through something called

00:46:35.070 --> 00:46:38.730 align:middle line:84%
the Rosetta Stone of Digital
Music Representations

00:46:38.730 --> 00:46:43.260 align:middle line:84%
by a really, really smart guy,
Craig Sapp, who realized--

00:46:43.260 --> 00:46:47.020 align:middle line:84%
anybody know what
the Rosetta Stone is?

00:46:47.020 --> 00:46:53.370 align:middle line:84%
It was the same text written
in three different languages,

00:46:53.370 --> 00:46:59.190 align:middle line:84%
especially in Greek and in
ancient hieroglyphics, that

00:46:59.190 --> 00:47:04.450 align:middle line:84%
allowed hieroglyphics
to finally be decoded.

00:47:04.450 --> 00:47:09.960 align:middle line:84%
Craig Sapp's Rosetta Stone takes
the exact same little melody.

00:47:09.960 --> 00:47:12.270 align:middle line:90%
We can go over--

00:47:12.270 --> 00:47:13.507 align:middle line:90%
what is it?

00:47:13.507 --> 00:47:16.846 align:middle line:90%
[PIANO KEYS PLAYING]

00:47:16.846 --> 00:47:21.630 align:middle line:90%


00:47:21.630 --> 00:47:24.240 align:middle line:84%
My rhythm was
pretty bad on that.

00:47:24.240 --> 00:47:27.270 align:middle line:84%
But that exact same
melody, and shows

00:47:27.270 --> 00:47:31.120 align:middle line:90%
how that melody is encoded in--

00:47:31.120 --> 00:47:34.360 align:middle line:84%
I think he has 32
on his website.

00:47:34.360 --> 00:47:37.200 align:middle line:84%
I have edited it
down to about eight

00:47:37.200 --> 00:47:40.230 align:middle line:84%
so that you can see what
different representational

00:47:40.230 --> 00:47:43.800 align:middle line:84%
choices people have made,
and what kinds of ontologies

00:47:43.800 --> 00:47:45.180 align:middle line:90%
they make.

00:47:45.180 --> 00:47:48.490 align:middle line:84%
For instance, I
remember in this case,

00:47:48.490 --> 00:47:53.140 align:middle line:90%
beams are high level things.

00:47:53.140 --> 00:47:55.300 align:middle line:84%
They are represented
by these braces.

00:47:55.300 --> 00:47:59.470 align:middle line:84%
And so therefore,
they enclose things.

00:47:59.470 --> 00:48:05.970 align:middle line:84%
Beams, in this case, seem to
have a meronomy that beams have

00:48:05.970 --> 00:48:09.250 align:middle line:90%
notes, not notes have beams.

00:48:09.250 --> 00:48:11.770 align:middle line:84%
So we'll try to see
some of these things.

00:48:11.770 --> 00:48:14.080 align:middle line:90%
So another format called ABC--

00:48:14.080 --> 00:48:17.700 align:middle line:84%
one of the ones still in use,
even though quite a bit old

00:48:17.700 --> 00:48:20.260 align:middle line:90%
because it's very, very simple.

00:48:20.260 --> 00:48:25.140 align:middle line:84%
We'll be looking at these in
more detail, various formats

00:48:25.140 --> 00:48:29.290 align:middle line:84%
that at some point were very
big, but have mostly faded.

00:48:29.290 --> 00:48:31.510 align:middle line:84%
This is one that
we saw once before,

00:48:31.510 --> 00:48:35.010 align:middle line:84%
MuseData, where
the Q was quarter

00:48:35.010 --> 00:48:39.280 align:middle line:84%
and the eight was a certain
number of durations, and F5--

00:48:39.280 --> 00:48:41.890 align:middle line:84%
do you remember that
from a class or two ago?

00:48:41.890 --> 00:48:43.080 align:middle line:90%
Yep.

00:48:43.080 --> 00:48:49.740 align:middle line:84%
And we'll see over time, how
the formats have gotten to be

00:48:49.740 --> 00:48:53.860 align:middle line:90%
a little bit more complex.

00:48:53.860 --> 00:48:56.610 align:middle line:90%
Here we go.

00:48:56.610 --> 00:48:59.610 align:middle line:84%
This is MusicXML-- which we're
going to be talking about quite

00:48:59.610 --> 00:49:01.210 align:middle line:90%
a bit over the course--

00:49:01.210 --> 00:49:07.200 align:middle line:84%
invented by an alum
of MIT, Michael Good.

00:49:07.200 --> 00:49:11.250 align:middle line:84%
And one of the great
formats for representing

00:49:11.250 --> 00:49:15.180 align:middle line:84%
music notation, the first
one with enharmonics

00:49:15.180 --> 00:49:18.850 align:middle line:84%
that just was taken and
used by almost everybody.

00:49:18.850 --> 00:49:21.910 align:middle line:90%
It's about 20, 22 years old.

00:49:21.910 --> 00:49:25.120 align:middle line:84%
A lot of us thought,
this is the final format.

00:49:25.120 --> 00:49:27.760 align:middle line:84%
This is the representation
that really, really works.

00:49:27.760 --> 00:49:30.580 align:middle line:84%
Even if there's some weird
quirks, we use it forever.

00:49:30.580 --> 00:49:34.800 align:middle line:84%
And then a terrible thing
started happening to music.

00:49:34.800 --> 00:49:36.810 align:middle line:84%
A great and terrible
thing started

00:49:36.810 --> 00:49:41.100 align:middle line:84%
happening to music about
10 years ago, 12-- almost

00:49:41.100 --> 00:49:42.280 align:middle line:90%
15 years ago.

00:49:42.280 --> 00:49:49.950 align:middle line:84%
But we started looking at sheet
music on various sized screens.

00:49:49.950 --> 00:49:54.480 align:middle line:84%
And therefore, where the
screen is too small to

00:49:54.480 --> 00:49:56.500 align:middle line:84%
look at a whole
page at the time.

00:49:56.500 --> 00:50:00.190 align:middle line:84%
Or you turn it sideways, and
suddenly your page has changed.

00:50:00.190 --> 00:50:04.140 align:middle line:84%
So the notion that music cannot
just be represented by where it

00:50:04.140 --> 00:50:08.920 align:middle line:84%
is on a page, but has to be able
to keep continuously reflowing,

00:50:08.920 --> 00:50:13.830 align:middle line:84%
has caused a big change to
people today trying to come up

00:50:13.830 --> 00:50:18.660 align:middle line:84%
with what is the optimal format
for representing music whose

00:50:18.660 --> 00:50:21.480 align:middle line:84%
presentation might be different
for you because you have

00:50:21.480 --> 00:50:23.880 align:middle line:84%
an iPad, and it might be
different over here because you

00:50:23.880 --> 00:50:27.480 align:middle line:84%
have a 15 inch monitor, and it
might be different for somebody

00:50:27.480 --> 00:50:30.400 align:middle line:84%
else because you've just printed
it out in the old fashioned way?

00:50:30.400 --> 00:50:32.860 align:middle line:84%
How do we represent
music that way?

00:50:32.860 --> 00:50:38.260 align:middle line:84%
I wanted to point that out
because there was a huge debate.

00:50:38.260 --> 00:50:41.190 align:middle line:84%
So there's a big discussion
happening right now

00:50:41.190 --> 00:50:46.050 align:middle line:84%
on what the music notation
next format will be,

00:50:46.050 --> 00:50:48.240 align:middle line:90%
and exactly how it will--

00:50:48.240 --> 00:50:51.960 align:middle line:84%
what its ontology and
meronomy will be so

00:50:51.960 --> 00:50:57.130 align:middle line:84%
that it survives into the next
generation of musical scores.

00:50:57.130 --> 00:51:01.050 align:middle line:84%
And people, you can see,
are still right now--

00:51:01.050 --> 00:51:02.800 align:middle line:90%
some idiots sometimes post.

00:51:02.800 --> 00:51:05.490 align:middle line:90%


00:51:05.490 --> 00:51:10.140 align:middle line:84%
And exactly what kind of
format, what the advantages

00:51:10.140 --> 00:51:13.200 align:middle line:84%
in terms of space, speed,
various representations

00:51:13.200 --> 00:51:14.200 align:middle line:90%
are going on.

00:51:14.200 --> 00:51:15.880 align:middle line:84%
And I haven't checked
it this morning,

00:51:15.880 --> 00:51:18.550 align:middle line:84%
but it seems to just
still be going on.

00:51:18.550 --> 00:51:22.750 align:middle line:84%
So this is a continuous
topic of discussion.

00:51:22.750 --> 00:51:27.330 align:middle line:84%
People are still very
interested in what's

00:51:27.330 --> 00:51:30.220 align:middle line:84%
happening, what music
representations are out there.

00:51:30.220 --> 00:51:35.010 align:middle line:84%
And I'm looking forward to
five new music representations

00:51:35.010 --> 00:51:37.810 align:middle line:84%
existing a week from
now that don't today.

00:51:37.810 --> 00:51:40.560 align:middle line:90%
Thanks, everybody.

00:51:40.560 --> 00:51:49.000 align:middle line:90%