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Computer evolves to generate baroque music! 

carykh
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I put the word "evolve" in there because you guys like "evolution" videos, but this computer is actually learning with gradient descent!
EDIT FROM 2021-05-13: You know the "custom Processing script" I mentioned at 2:05? After 4 years, I finally put it online in a GitHub repo! Check it out: github.com/carykh/caryCompres...
All music in this video is either by Bach, Mozart, or Computery.
GizmoDude8128 wins a prize for figuring out that 100101 in base 2 is 37 in base 10 the fastest! (Question inspired by fixylol)
Andrej Karpathy's blog post on RNNs: karpathy.github.io/2015/05/21/...

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8 мар 2017

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Комментарии : 7 тыс.   
@Ranboso
@Ranboso 4 года назад
Cary: Yo dude can you learn baroque music? Computer: *You like jazz?*
@Brooke-rw8rc
@Brooke-rw8rc 4 года назад
Bach was the first Jazz musician!
@Historyking258
@Historyking258 4 года назад
100th like
@CTGReviews
@CTGReviews 4 года назад
Dead meme.
@PigIA
@PigIA 4 года назад
Charlie BT NO ONE AAAAAASKED (no one asked)
@YellowJelly13
@YellowJelly13 3 года назад
jazz is just less polished classical
@xyllac
@xyllac 7 лет назад
me: i only listen to real music computer-y: [screams random midi notes into my ears] me: that's the stuff
@GENATARi
@GENATARi 7 лет назад
real men listen to exe files!
@michcode4870
@michcode4870 7 лет назад
Genatari Kralc nah, .png is the stuff
@ibegmypardonwhatisaname4288
@ibegmypardonwhatisaname4288 7 лет назад
Michcode No, .gif is the beAst
@Benwager12
@Benwager12 7 лет назад
Dudes.. can we just agree on one thing... .html is the best to listen to...
@samuelwalker6496
@samuelwalker6496 7 лет назад
Ben Wager nah fam, PowerPoint Projects sound way better.
@chrismofer
@chrismofer 4 года назад
I feel that you could revisit this with more powerful hardware and a more diverse training set, and get continuously listenable results
@ianletbey
@ianletbey 4 года назад
I guess it would also work better if all the pieces were transposed to the same key.
@Kevin-dt9xm
@Kevin-dt9xm 3 года назад
i wanna hear the product of someone using this kind of A.I. learning with a shit ton of baroque music as training material just training indefinitely and playing the most recent example every time an example ends. like imagine sitting in a bar where the music is just a learning computer with tens of thousands of hours training
@Sparkette
@Sparkette 3 года назад
openai.com/blog/musenet/
@default4741
@default4741 2 года назад
me and the boys with gaming pcs: OH YEAH
@Nathan-jc9yz
@Nathan-jc9yz 5 лет назад
The computer created REAL music in 0 minutes.... then destroyed it in 7 minutes. How rude
@--TOM--
@--TOM-- 4 года назад
True dude
@mistermoee
@mistermoee 4 года назад
It gets worse everyday
@Kalbr0shorts
@Kalbr0shorts 4 года назад
YES.
@nathanaelvalera2241
@nathanaelvalera2241 4 года назад
No, in 0 minutes of training AI put some random notes
@JJPMaster
@JJPMaster 4 года назад
Nathanael Valera that’s the point
@IT-kone
@IT-kone 7 лет назад
7:02 Seems like up to this point your computer thought Bach is boring, and aspired to play atonal free jazz.
@IT-kone
@IT-kone 7 лет назад
12:02 That might be because you transposed the songs: it learned that it's okay to transpose music midsong?
@IT-kone
@IT-kone 7 лет назад
18:02 It actually started to sound like baroque music! It had same kind of progressions that was used at the time, style and scale. What it lacked was the human touch, so it has no coherent structure, repeats or meaningful progressions. Frankly I doubt computers will be able to produce esthetic music, but it can be an aide for a composer to find licks and/or inspiration, new out of the box-sounding progressions: your last bit already did some cool and fun stuff, imagine it trained longer with better hardware. Often musicians put recorder on and start playing stuff, and listening it again later. What might have sound relevant while playing might sound passe while revisiting the idea, but often stuff you didn't even notice while playing might be stuff that makes you scream "Woah, what the frack was that!". That's the kind of thing I mean with licks and inspiration. What I'm proposing even in the near future is the same approach that FoldIt has: let the computer do the mindless droning, but add human intuition in the mix, which makes all the difference compared to pure computer algorithms. This could also be gamificated quite easily: let your computer run software that learns music, locate and pinpoint cool things where it does it, you might get your musical idea featured in a song that someone/something compiles together as a coherent song. There is definetely future in these applications...
@aldenperry4158
@aldenperry4158 7 лет назад
IT-kone i
@kayhan4395
@kayhan4395 7 лет назад
lol it said fuck bach and picked up coltrane
@oliverhilton6086
@oliverhilton6086 7 лет назад
Maybe it was asked "Do you like Jaazz?" and the neural network was like "oh boy do I!!?!?"
@liamwhite3522
@liamwhite3522 7 лет назад
png to midi insert pictures of apples train it for a long time midi to png
@MegaScytheman
@MegaScytheman 7 лет назад
Liam White I kinda want to see this now
@massimookissed1023
@massimookissed1023 7 лет назад
Sam Brownlow , wouldn't wanna taste it, though.
@Josbird
@Josbird 7 лет назад
Liam White (png of orange comes out) THE FUCK
@Yizak
@Yizak 7 лет назад
or just feed it apples yum
@panda4247
@panda4247 7 лет назад
well, a computer would certainly do better than human on this. Try feeding somebody an orange (through their ears) and see what comes out on the other end.
@ericsternquist4655
@ericsternquist4655 5 лет назад
i just love how 13:21 - 13:30 sounds; it actually sounds like it could be in a real composition!
@yaaasKerchow
@yaaasKerchow 3 года назад
first
@Insert-thing-here-Fan
@Insert-thing-here-Fan 3 года назад
@@yaaasKerchow Secound
@Henrix1998
@Henrix1998 3 года назад
I'm quite sure that's overfitted part, it sounds so familiar
@mixup2216
@mixup2216 2 года назад
@@Henrix1998 it might also just sound familiar because it’s using musical cliches even if it’s not a complete match to the data
@Atlasm2p
@Atlasm2p 5 лет назад
Probably the computer practiced 40 hours a day Edit: holy when did this coment blow up lol Edit 2: go to practice
@reasonkaa
@reasonkaa 5 лет назад
Ling ling fans everywhere !!!
@erase6138
@erase6138 4 года назад
Wut du yu meen dere ar onely 30 a day *Emoji spam*
@mistermoee
@mistermoee 4 года назад
Except it's on piano
@MarigoldIsMelancholy
@MarigoldIsMelancholy 4 года назад
Geronimo Silva No, it practised 69 hours a day
@kinrosolos
@kinrosolos 4 года назад
Erase it is 24 hours
@handlotion8244
@handlotion8244 5 лет назад
i literally stole a chord from the beginning to finish a jazz progression I was working on.
@jasonruka1665
@jasonruka1665 5 лет назад
Yaeh yaeh??
@zabkoezikix3m739
@zabkoezikix3m739 5 лет назад
You are robot
@GoobNoob
@GoobNoob 5 лет назад
Oi, you got your Computer Chord Generating License mate?
@handlotion8244
@handlotion8244 5 лет назад
GoobNoob i need to see your aussie licence before you can talk like that
@GoobNoob
@GoobNoob 5 лет назад
@@handlotion8244 My internet speed is 8Mb upload and 3Mb download. How's that.
@aetherwroughtmusic429
@aetherwroughtmusic429 5 лет назад
What might be a good idea would be to feed only songs in the same key. That way it picks up on chord functionality faster without having to deal with extra key signatures.
@corporalcookie5299
@corporalcookie5299 5 лет назад
I think what he meant is to give the network pieces that has the same key signature to have little variance(those wonky off key parts)
@antiprismatic
@antiprismatic 5 лет назад
Yeah he needs to give it beginners information and acouple of rules.... Its amazing how all it can organize the information, like a childs brain.
@AlexKing-tg9hl
@AlexKing-tg9hl 4 года назад
Aetherwrought Music you’re right,
@cell0162
@cell0162 4 года назад
i have no idea what this conversation is, sounds cool
@stormtorch
@stormtorch 4 года назад
Cell0 you should know this basic music theory, seeing as your name is literally "Cell0"...
@DennisTheZZZ
@DennisTheZZZ 5 лет назад
12:36 - 14:14 That part was awesome! 13:13 - 13:56 That section in particular is extremely good coming from a computer. That piano solo, then joined by another resolving in a harmonic chord... Godlike!
@wilhelmcough
@wilhelmcough 4 года назад
it sounds like at 12:36 it's picked up on canonic/fugal texture! Maybe not perfectly admittedly... but the delay between hands is there and the left hand starts off with a comparable interval and rhythm.
@ZEROmax105
@ZEROmax105 7 лет назад
-You are just a machine. An imitation of life. Can a robot write a symphony? -Yes, robot can write a symphony.
@raghavnandyal1518
@raghavnandyal1518 7 лет назад
1IK9 I was thinking of the same thing
@prim16
@prim16 7 лет назад
Can YOU?
@jae-kwangkim6012
@jae-kwangkim6012 7 лет назад
A robot isn't learning how to do anything, it's just simply learning how to procedurally generate a randomized** set of notes based on certain conditions we've programmed it to follow, combined with some poking and prodding in the mean time to make sure it's going in the right direction. (** It really is randomized, it's just a very narrow range of randomization which we humans interpret as music syntax.) Therefore, the difference between a robot and myself is that, although both of us can't write a symphony RIGHT NOW, I can create one from scratch on my own, without having anyone else tell me what to do. A robot can't do that, and thus requires outside help to do anything. "But, if you read a book on 'How to write a symphony', how is that any different from a robot being told to read the same book?" The difference between humans and robots is acting spontaneously. True, both humans and robots require some kind of outside information in order to do something... but I as a human would be able to act outside of that information. Like, if both myself and a robot were taught baroque music, the robot would simply create various iterations of "baroque music" and not go outside of that. But I could take "baroque music" and warp it into some new form of music type, like rock n roll, or jazz, or any other music type that WASN'T taught to me. And as far as I'm concerned, a robot could never do anything outside of what it was programmed to do. It will ALWAYS have some kind of limitation. Now those limitations might bring it close to emulating human 99%, but it'll never EVER be 100%.
@raghavnandyal1518
@raghavnandyal1518 7 лет назад
김재광Jae-kwang Kim add to the fact that humans discovered science, music, arts. A robot can only practice them to a certain extent. We figured out things on observations and thoughts, something a robot can't do just yet.
@jae-kwangkim6012
@jae-kwangkim6012 7 лет назад
Exactly; robots can only do what we tell them to do. They don't know how to disobey our orders yet, and I argue that they probably never will.
@daniel10alien
@daniel10alien 6 лет назад
If that music was played in the background at the mall I bet most people wouldn’t notice anything different
@zac9176
@zac9176 6 лет назад
daniel10alien When parents attend a band concert 😂
@Private27281
@Private27281 6 лет назад
They might but probably not because it can be so difficult to hear
@an_annoying_cat
@an_annoying_cat 6 лет назад
daniel10alien pop music, amirite?
@jaredgameplay2054
@jaredgameplay2054 5 лет назад
Ziffy's Theorem penis
@mcbadrobotvoice8155
@mcbadrobotvoice8155 5 лет назад
daniel10alien or in an elevator
@RedEyedJedi
@RedEyedJedi 5 лет назад
That's amazing! It completely mastered jazz after 7 minutes of training.
@Mizu2023
@Mizu2023 4 месяца назад
LOL
@creepingdarkness2136
@creepingdarkness2136 5 лет назад
Plot twist: it was actually him playing all the time
@andrewscott7728
@andrewscott7728 5 лет назад
The computer invented jazz in 37 minutes...
@bejhamen7631
@bejhamen7631 5 лет назад
Andrew Scott lol it actually sounds like it
@atriyakoller136
@atriyakoller136 5 лет назад
And 0 minutes sounds like ragtime to me
@paultan5419
@paultan5419 5 лет назад
Turns out jazz sounds the same as random notes strung together by a computer... hmm
@ScarrCrow
@ScarrCrow 5 лет назад
@@paultan5419 guess you don't know anything about jazz huh...
@paultan5419
@paultan5419 5 лет назад
​@@ScarrCrow Im just taking the piss out of it, not a fan of jazz.
@moiquiregardevideo
@moiquiregardevideo 7 лет назад
I would propose another experiment where you convert the 88 piano notes to symbols that help the computer to understand harmonic. This is important because our biological hearing system makes such harmonic analysis in the cochlea. All information that our brain receive is: 1 - the dominant frequency 2 - the relative intensity of other frequencies relative to the dominant 3 - the octaves above the dominant frequency (for x, the dominant frequency, 2x, 3x, 4x, etc) are filtered out in a process similar to edge detect/contrast enhancement in the visual system Another important feature in music universal for all cultures is the division in section (equivalent to phrases in text) and division of many such phrases in blocs (equivalent to paragraphs). These division often follow binary patterns, such as: -repeat some sequences 4 times - repeat an entire group of sequences 2 times, etc In am not sure how midi files encode such timing... maybe some musical interval are blank to show a short pause.
@terdell
@terdell 7 лет назад
Inspired comment! Hope someone picks up on this
@David-du3si
@David-du3si 7 лет назад
Great idea!
@letthatsinkin4913
@letthatsinkin4913 7 лет назад
Christian Gingras Holy fuck you're smart...
@m8onethousand
@m8onethousand 7 лет назад
Ehhh, I don't think it'll make much of a difference in this case. If anything, I'd suggest he tries other type of music. Baroque, and especially Bach's baroque, tends to rely a lot on counterpoint, which in oversimplifying terms means that the melody raises from the chaos between the two ends of the sound spectrum and pretty much juggles back and forth. THAT I'd bet is the main reason why it sounds so damn chaotic in this video. I'd recommend he uses more modern (and quite frankly: bland) piano music where the melody is carried by using the right hand, and the usual chords on the left as structure so as to add depth, and that he makes the program process them individually for each hand.
@233kosta
@233kosta 7 лет назад
Christian Gingras Sounds like one ought to come up with a scripting language based on musical notation (in its entirety) and convert the training files to that format straight from midi. Representing the input music properly and allowing the bot to do the same ought to enhance the process quite a bit. If you represent it right it'll pick up the patterns right. Still only as clever as the programmer by the looks of things ;)
@mimszanadunstedt441
@mimszanadunstedt441 5 лет назад
Why not make a videogame where people have their own music they feed to the ai, and they can vote on other segments of pieces so the ai gets some real evolution in from learning which tracks are more popular, and which are more garbage? And then the ai can learn from all the progresses made from each piece and vote of the gamers who bought the game, for data collection, to make the ai better at trying to produce music people enjoy. It needs different genres and it cannot favor early pieces. Like an early piece may be notable when the game is hyped, then sort by popularity its going to always be the most popular because new gamers are going to click on it, so it'd show favoritism for the first decent piece it produces. And you want genre categories or something. Let people invent their own genres too perhaps. Then people can vote on genre names if its undecided where some pieces should go. And because of the frequent events you can get alot of community involvement.
@soultech674
@soultech674 3 года назад
Sounds good
@berbseedle8286
@berbseedle8286 3 года назад
@@soultech674 i agree
@darrenflips7346
@darrenflips7346 3 года назад
We need him to see this
@myh6274
@myh6274 2 года назад
I might make a website that does something like that
@gamerzero6085
@gamerzero6085 2 года назад
And then we gonna get AI gangsta-rapper, no thanx.
@Safiyahalishah
@Safiyahalishah 5 лет назад
I think the computer needs to use a metronome. 😂
@ginniebowman2259
@ginniebowman2259 8 месяцев назад
How is it ever meant to use a metronome? Take FSB's advice, and be more grateful for what it gives you. Put me on the subreddit R/Wooosh, I wont care. You are a spoiled, ungrateful brat either way.
@ginniebowman2259
@ginniebowman2259 8 месяцев назад
😤😠😤😡😠🤬😡😤😠🤬😠🤬😡😤😠🤬😤😠😡😤😡😤🤬😠😤😡😤😠😤😠😤😡😠😡😤🤬😠😤😡😠🤬😤😡😠🤬😡😤😤😡😠🤬
@neko_aple
@neko_aple 5 лет назад
Human: LEARN HOW TO PLAY BAROQUE MUSIC Computer: **does jazz/fusion musics**
@CatsInHats-S.CrouchingTiger
@CatsInHats-S.CrouchingTiger 4 года назад
Paul Boleche - and they say it can’t think? 🤔 💭
@bearsoundzMusic
@bearsoundzMusic 4 года назад
Thelonious Sphere Monk .. do i have to say more -This NN-AI makes TS Monk replicates :p
@vibraphonics
@vibraphonics 5 лет назад
9:41 "Uh... can you please resolve this?" "I'm just building suspense, jeez"
@ericy1817
@ericy1817 5 лет назад
Lol
@brandontechnerd
@brandontechnerd 4 года назад
I like how you fit 1:40 "This website is so old, Some of the links are older than me" into a tune
@SergePupko
@SergePupko 5 лет назад
I think if there was a way to implement start, end and realistic reach for the fingers on both hands you would probably eliminate some of the junk notes that are sort of in the middle of no where. But I honestly don't know how hard that is to program so I should just shut up. In all honesty, I like it. Conputery learned in just a say what would take me a few lifetimes.
@mebezaccraft
@mebezaccraft 7 лет назад
*YEY TIME TO BECOME SKYNET*
@mebezaccraft
@mebezaccraft 7 лет назад
NU-UH! IM A PERSON!
@ScipiPurr
@ScipiPurr 7 лет назад
But can it learn how to make pancakes?
@woopert7
@woopert7 7 лет назад
Niko I'm actually relieved to see he included that bit of humour because it show he understands the dangers and risks of artificial intelligence.
@mebezaccraft
@mebezaccraft 7 лет назад
oH HECKER YES ANOTHER PERSON WHO HEADCANONS NIKO AS A GIRL
@mebezaccraft
@mebezaccraft 7 лет назад
IM A MONTH LATE BUT THE HECKEREST OF YESSES
@ArtemisNightlock
@ArtemisNightlock 6 лет назад
After 30 minutes the computer learned jazz
@jackminto7062
@jackminto7062 4 года назад
After 1 hour: literally the end of a Beethoven symphony
@lucendo6168
@lucendo6168 5 лет назад
*When you skip class for a year and have to do everything at the same night for the exam*
@sarahknight6627
@sarahknight6627 6 лет назад
Computer Jazz is an acquired taste.
@ricksalazar5602
@ricksalazar5602 6 лет назад
Biodigital jazz man!
@RandomTermite426
@RandomTermite426 5 лет назад
Y A L I K E J A Z Z ?
@user-ft4pb5vb3e
@user-ft4pb5vb3e 5 лет назад
"Acquired taste: Something [people] only ever say about [things] that [are] terrible."
@user-ft4pb5vb3e
@user-ft4pb5vb3e 5 лет назад
Ariel Rozen Basically, the original was: "Something people only ever say about food that is terrible."
@ugandanknucklesdiedsostopu3937
Ariel Rozen to change it so it fits more cuz we’re not talking about food
@BubbleDouble
@BubbleDouble 6 лет назад
Legend says that if you let it training for 1000 years, the computer will play Smash Mouth All Star
@Jay-lz2wc
@Jay-lz2wc 5 лет назад
In theory, in an infinite amount of time, everything, even the impossible, will occur
@HailNeatoBurrito
@HailNeatoBurrito 5 лет назад
It's like the old saying: Give a chimpanzee a typewriter and eventually it'll write Shakespeare.
@bangbangliu2146
@bangbangliu2146 5 лет назад
Jaden Venable if you observe a particle for an infinite amount of time, you will never learn its exact position and velocity. Impossible things can't happen.
@tonyhakston536
@tonyhakston536 5 лет назад
Bangbang Liu Not with that attitude.
@MrGollum1996
@MrGollum1996 5 лет назад
Despacito 2.0
@amey7064
@amey7064 5 лет назад
Finally some copyright free music 🤣
@toshibatoshamara
@toshibatoshamara 4 года назад
Or is it?
@Sohlstyce
@Sohlstyce 3 года назад
NCS: we have NCS in NCS
@theevauwu7853
@theevauwu7853 4 года назад
LSTM: hey so I figured out these really cool dramatic chords that put a lot of drama into the song. Cary: ooo dramatic. Then what are you gonna play after to resolve it? LSTM: I don't know I didn't think I'd get this far
@swng314
@swng314 6 лет назад
God... the 3 solved cubes on the desk, the desktop running Ubuntu with Unity, Discord open on the screen... college life
@Asidders
@Asidders 6 лет назад
What's Unity?
@brandoncole3710
@brandoncole3710 6 лет назад
Giradox the desktop environment, basically the interface
@encyex4800
@encyex4800 5 лет назад
unity is a creation program
@lazyeffectz3511
@lazyeffectz3511 5 лет назад
WAIT THERES CUBES I DIDNT NOTICE DAT AAA
@KettLovahr
@KettLovahr 5 лет назад
EncyEx, in this context Unity is the Ubuntu Desktop Environment
@Ganondurk
@Ganondurk 7 лет назад
Post the program you used so we can use our powerful GPUs to train it!
@cee_que
@cee_que 7 лет назад
:D he should
@cee_que
@cee_que 7 лет назад
also powerful CPU+GPU :D (i personally have an I7 6700k gtx980)
@ANT-jm4qx
@ANT-jm4qx 7 лет назад
Yes! He could use distributed computing.
@carykh
@carykh 7 лет назад
Oh wow, I don't know why I hadn't thought about that! All I'd really have to do is give you the ~18 MB "re-formatted" text file (the one that goes "Yaeh Yaeh Yaeh Yaeh"), and all you have to do is get Karpathy's LSTM code working. (github.com/karpathy/char-rnn) (That might actually not be so easy, because it took me a few days to get Linux and Torch working before I could run it.) But then I just send you my text file, you train the LSTM for a few days straight, get a decent output sample, send it back to me, and I convert it back into music! Of course, I could also give you guys everything, including the MIDI-to-text conversion programs, but I think at that point I'd need to make a tutorial video.
@TheWaffle654
@TheWaffle654 7 лет назад
You should do an Step-by-step on how to do this ourselves! I wanna let this thing train for days/weeks and see what it can do.
@BlueEngland
@BlueEngland 3 года назад
If Cary didn't put the "You can see my underwear" text at 0:29 I would not have noticed
@xmasterjkm
@xmasterjkm 5 лет назад
u failed to mention how you calculated the loss per note which is kinda important to understanding this lol
@dead.9628
@dead.9628 5 лет назад
loss per note = d e l t a
@heinzguderian9980
@heinzguderian9980 5 лет назад
@@dead.9628 No shit. But he didn't mention how he decided if a note was "right" "wrong", and how "wrong" that note was. Was it simply based on distance from the "correct" note? Or did also take into account things like whether the note fit into the harmony of that section?
@UltramanII
@UltramanII 5 лет назад
@@heinzguderian9980 It's probably based on simple math/physics. I only did very little research in this, but I know that a "perfect 5" such as C+G or D+A, the frequency of the higher note is 1.5x times the lower note. For the same note, the one on the higher octave is 2x the frequency of the one below it. And many of those harmonious combinations that are pleasing to ears have some "good looking" numbers and easy fractions and stuff, such as 1.33x, 1.2x. He probably based his program on these. Or it could be even simpler - just tell it to learn from the frequency difference in those classical music.
@EclipseHDs
@EclipseHDs 5 лет назад
@therainman777 You may be right, but you''re still a major fuckhead. Two out of four lines dedicated to insulting a dude who guessed his best to explain something (much like you did) speaks volumes as to how antisocial you are. I sincerely hope you get your head out of your ass.
@UltramanII
@UltramanII 5 лет назад
​@therainman777 ​ You talked as if I don't understand the basics of AI, but I do. I think you are right in this case, but the frequency differences I described could also be used as a viable evaluation metric to train an composing algorithm, if your inputs are completely random rather than bits and pieces of already established classical music. I'm sorry I jumped to conclusions, but there is no need to call it nonsensical and dumb, because it's the fundamental of acoustics.
@neilb13
@neilb13 7 лет назад
It's playing all the right notes, but not necessarily in the right order.
@DerInselaffe
@DerInselaffe 7 лет назад
Both hands slap cheeks.
@Gabrol
@Gabrol 7 лет назад
what is music without order tho
@hammercanttouchthis
@hammercanttouchthis 7 лет назад
Gabrol chaos theory to midi conversion
@michaelgriffin85
@michaelgriffin85 7 лет назад
music is music. the typing on my keyboard is music. despite the fact it isn't in order. just cause it doesn't sound good doesn't mean its not in order
@alessibila1636
@alessibila1636 7 лет назад
I agree, music is a unit of notes :)
@ImaDragonBorn
@ImaDragonBorn 7 лет назад
If it's continually creating music, could you listen to it and rate sections of the songs to allow the program to know what "sounds" good and bad and allow it to continue making music more similar to the higher rated ones and less of the lower rated music?
@ernwillburn
@ernwillburn 7 лет назад
Max Delay yes, but you would have to do ALOT of times
@geofish101
@geofish101 7 лет назад
Yeah It would be interesting if you could come up with a library of good a bad music to train it off, it may push the network... The only issue is that doesn't exist/... XD
@ImaDragonBorn
@ImaDragonBorn 7 лет назад
George A it may be unconventional or slow, but if he makes a tutorial and allows other people to generate the music it may be possible. Say you generate a 20 second midi clip and rate it from a scale from 1 to 10, we then upload that to a shared location and other users can download those files to use as training data
@planktonfun1
@planktonfun1 7 лет назад
nah basically compressing random music into one pattern
@Unknown-ws9tw
@Unknown-ws9tw 7 лет назад
Perhaps like George A said, a training set of good and bad songs, (specifically noted), maybe bad would be considered you recording yourself mashing random keys.
@Phant7sm
@Phant7sm 4 года назад
Cary's programming teacher: what music do you listen to Cary:its complicated
@nxise0001
@nxise0001 4 года назад
13:21 This part was so good!
@sethroy4318
@sethroy4318 5 лет назад
_"There are too many notes here, Mozart!"_
@2009xellos
@2009xellos 5 лет назад
Mozart was more talented than Bach. Mozart started writing fugues at 12. Bach didn't even write his first composition at 20. MOZART'S FUGUES (number inside brackets indicate the age he wrote them) Missa solemnis in C minor "Waisenhausmesse" KV 139 Gloria (12): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-vnxH8M31F3g.html Missa solemnis in C minor "Waisenhausmesse" KV 139 Credo (12): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-vnxH8M31F3g.html Mass in C major "Dominicus Messe" K66 Gloria (13): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-rlQJ2bgK3RQ.html Mass in C major "Dominicus Messe" K66 Credo (13): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-rlQJ2bgK3RQ.html Miserere in A minor, [4-part contrapuntal study] K.85 (14) ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-_PxqQOUn1v0.html KV125 - Pignus Futuræ Gloriæ (16): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-dQ77xyyffjA.html Missa in honorem Sanctissimae Trinitatis in C major KV 167 Gloria (17): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-X9T_URjVl5I.html Missa in honorem Sanctissimae Trinitatis in C major KV 167 Credo (17): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-YvCnr15hh78.html Missa in honorem Sanctissimae Trinitatis in C major KV 167 Agnus Dei* (17): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-g2teM5WckzA.html String Quartet No. 8 in F major K. 168 (17): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-3JDrlCG-y_E.html String Quartet No. 14 in D minor K. 173 (17): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-q5MVDsqIqCY.html Litaniae de venerabili altaris sacramento K243 [double fugue] : VIII Pignus (19): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-U-PDJozhBLI.html Misericordias Domini in D minor K.222* (19): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-lEBYufTXJQk.html Missa Longa in C K262 Gloria (19): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-yCDFfN7g_Bk.html Missa Longa in C K262 Credo (19): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-yCDFfN7g_Bk.html Vesperae solennes de confessore in C, K.339 - 4. Laudate pueri Dominum (24): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-c3rDwFFQ6bQ.html Missa solemnis in C, K.337 - 5. Benedictus (26): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-ghAa3BJ4b5I.html Praeludium and Fugue KV 394 (26): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-m9vVu8rNON4.html Suite in C K.399 - I. Overture K399 (26): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-UHgs7-u7wGQ.html Sonata for Keyboard and Violin No. 29 in A Major, K. 402: II. Fuga (26): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-mMe4MCsH2WY.html Trio (Fuga a 3) in G Major, K. 443 (27): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-UtLOtTDk848.html Fugue In G Minor KV 401 (27): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-tXpV-gpgkQw.html Fugue In E Flat Major KV 153 (27): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-_2rpWr3etWo.html Fugue In G Minor KV 154 (27): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-2t42ZCeLxlk.html Grosse Messe in C minor KV 427 Jesu Christe - Cum Sancto Spiritu [double fugue] (27): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-97Twh_q8lQs.html Grosse Messe in C minor KV 427 Sanctus - Osanna [double fugue] (27): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-97Twh_q8lQs.html Adagio and Fugue for String Orchestra in C Minor, K. 546 (32): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-PFXF0Aysh4w.html Fantasia for mechanical organ in F minor K594 (34): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-Qka_HMc2ajc.html Fantasia for mechanical organ in F minor K608 (35): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-Jkh8Re4JUCw.html Overture to Die Zauberflote K620: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-c2TGbfzTx2A.html Der, welcher wandert diese StraBe voll Beschwerden (35): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-kB56nw1zx-o.html Requiem in D minor K626 Kyrie [arguably the greatest double choral fugue not written by Bach] (35) ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-8ybTabIfLgY.html Requiem in D minor K626 Domine Jesu (35): ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-i4DyyUvZws4.html there's more + tons of classical counterpoint in string quartets, quintets, symphonies, concertos + tons of choral, vocal, instrumental canons and canonic minuets Magnificent Counterpoint in the Finale of Mozart's Jupiter Symphony: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-YTxYykhQZbI.html The Ingenious Fugal Finale of Mozart's G Major Quartet, K. 387: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-uoXDHOyfJ-k.html The Incredible Finale of Mozart's K. 590 Quartet in F Major: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-nkbdUjjfRTQ.html Invertible Counterpoint in the Finale of Mozart's D Major String Quintet, K. 593: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-IQbxsGtyc2g.html Mozart: Canon for four voices, in C major, Anh. 191, K 562c: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-YC9bKfzXC18.html *Beethoven wrote his 9th symohony choral parts from studying these two choral works of Mozart
@ryanxin1848
@ryanxin1848 5 лет назад
What
@pseunition6038
@pseunition6038 5 лет назад
@phonetheanimator That wasn't a woosh. He was also making a reference to the movie.
@slapslicks7531
@slapslicks7531 5 лет назад
@@2009xellos jesus. thanks Bach wiki
@YoGeeJeTeLoL
@YoGeeJeTeLoL 5 лет назад
@@pseunition6038 he wooooosh the woooooosh
@zajec11
@zajec11 6 лет назад
"I'm going to become skynet" XD
@EVRLYNMedia
@EVRLYNMedia 6 лет назад
Sebastian Lacki 3
@iycephoenixx4249
@iycephoenixx4249 6 лет назад
Ikr, too funny!
@crossingthemountain
@crossingthemountain 6 лет назад
my favorite part too lol
@gotouguts2066
@gotouguts2066 4 года назад
Computer: plays beautiful progression Me: “Nice! Now you’re getting it!” Computer: proceeds to rape my ears Me: “Okay, hold up”
@jamesnw
@jamesnw 5 лет назад
It all sounds like when I first learned to play the piano. I always thought it sounded great; but my parents, not so much. lol
@johnchessant3012
@johnchessant3012 6 лет назад
"... and any file over 30 kilobytes is labeled to warn you of its large size." Lol!
@johnchessant3012
@johnchessant3012 6 лет назад
Yes I know, it's amazing how far we've come in just 20 years.
@danielgrace7887
@danielgrace7887 6 лет назад
A lot of algorithms are at least n squared in complexity. 30,000 squared is quite a big number.
@Mystosia
@Mystosia 5 лет назад
So wrong @MrAlen61 it's not that substantial, it is a lot though
@danielfrei6213
@danielfrei6213 5 лет назад
240p
@shoom8115
@shoom8115 7 лет назад
*Yo fam pass the aux*
@chasedoes9117
@chasedoes9117 7 лет назад
u better not play trash
@SuperNuclearBoss
@SuperNuclearBoss 7 лет назад
ChaseDoes Music and Gaming Me: yo pass the aux cord Friend: u better not Fail to generate baroque music Me: \('_ ) \|_| 🎹 |
@tjahjobagaaa
@tjahjobagaaa 6 лет назад
ChaseDoes Music and Gaming *_0 minutes of training_*
@noredine
@noredine 6 лет назад
solve this captcha 1st
@vincentrodriguez4170
@vincentrodriguez4170 5 лет назад
Cary: "And this is the final result after 6 hours of training!" Video is halfway done Me: "I see what you did there..."
@floodedbasement__
@floodedbasement__ 3 года назад
"Computery, you're free to go" *_"Yay, time to become skynet"_*
@jimdanielhoxworth3374
@jimdanielhoxworth3374 6 лет назад
_Why did you have to turn the Jazz Machine into a Baroque Machine?_
@Hugh_Jas
@Hugh_Jas 6 лет назад
If it ain't baroque, don't fix it! I'll show myself out.
@ChildOfAnAndroid
@ChildOfAnAndroid 6 лет назад
+ElQuark0 but you say it 'ba-rock' not 'ba-roke'
@Marquis-Sade
@Marquis-Sade 6 лет назад
Why?
@24karatcarrot90
@24karatcarrot90 5 лет назад
+Charis Cat Nope, it is actually pronounced ba-roke.
@reedy_9619
@reedy_9619 5 лет назад
Jim Daniel Hoxworth because he created an alcoholic pianist
@infrasonora734
@infrasonora734 5 лет назад
you just don`t get it, it`s F R E E J A Z Z
@samandrew8158
@samandrew8158 5 лет назад
*It's free real estate*
@greybowman
@greybowman 4 года назад
Ah the beautiful sound of free form jazz
@Atlasm2p
@Atlasm2p 4 года назад
*Now you need to listen free form jazz*
@ysink
@ysink 4 года назад
Why backticks not apostrophes
@yoshi_drinks_tea
@yoshi_drinks_tea 4 года назад
@Sith'ari Azithoth Hah, taste is different. Don't act like your opinion makes a funny or quirky.
@CatsInHats-S.CrouchingTiger
@CatsInHats-S.CrouchingTiger 4 года назад
That was wonderful! I really enjoyed him discovering the DRAMATIC notes, and then the legato chords.... so touching! 💕🙈
@fishsticks8198
@fishsticks8198 4 года назад
9:06 i was so stoked for those first 4 notes sounding really baroque-y but then it just fucked.
@GA2Skein
@GA2Skein 6 лет назад
Suggestion: Don't do the looping animation thing at the end. It made it hard to focus on what you were saying.
@kodredcud
@kodredcud 5 лет назад
Holy shit I thought I was the only one. Thank you!
@Blobbyo25
@Blobbyo25 5 лет назад
Yeah Id prefer just midi music scrolling i found it hard to concentrate
@AximVidya
@AximVidya 7 лет назад
The bit at 5:32 actually sounds surprisingly good, but not at all like classical music. Has a distinct jazzy vibe to it.
@Rude_i_Wredne
@Rude_i_Wredne 5 лет назад
The last piece of "Bach" set sounded actually baroque. Like a child who tries to read a new piece of Bach, given to them 2 minutes before. Quite a magnificient result. I'm only surprised with how random the rhytm pattern seemed to be. It was generally worse than harmony. In baroque era, there was little to none experimenting with the rhytm and most of the music is written as sixteenth notes all the way.
@purplelow479
@purplelow479 4 года назад
Me: computer make music Computer: okay there you go *plays every frecuency audible for humans Me: OK computer
@GlaceonStudios
@GlaceonStudios 4 года назад
OK Radiohead.
@aboutschween
@aboutschween 7 лет назад
well if its not baroque, don't fix it! I'll be leaving now...
@gaijeseger2914
@gaijeseger2914 7 лет назад
That was absolutely beautiful
@NoogahOogah
@NoogahOogah 7 лет назад
Carykh: I'm super excited about this project, because I'm passionate about classical music. I know very little about machine learning, so I'm not sure these observations will be very useful to you, but they make intuitive sense to me: 1. You aren't training your program on a very structured data set. By indiscriminately feeding it Bach's entire library of music, you're mixing fugues, cantatas, inventions, chorales, preludes, canons, motets, etc. 2. Then, you're throwing in Mozart who was born /six years after Bach died/. His musical style is radically different from Bach's, because as you know, Bach was baroque; Mozart wasn't. There are very, very significant structural differences between these types of music. If you aren't convinced, just listen to ten minutes of the Hallelujah Chorus, and then ten minutes of Mozart's Requiem. I may be wrong, but it makes intuitive sense to me that your program will end up creating better music if it is given samples of music with more similar structures first. Throwing in two centuries of musical tradition and expecting to get something Baroque out of it is like feeding Scott Joplin, George Gershwin, Phillip Glass and Arvo Part in a stew and expecting to hear anything remotely like one of them. Or to be more contemporary: Louis Armstrong, The Beatles, Queen and Skrillex. It won't work.
@BuckeyeStormsProductions
@BuckeyeStormsProductions 7 лет назад
NoogahOogah But, why not? I like varying genres of music, but most music I like has similar qualities. I have often wondered what could happen if you could fuse these varying styles into a cohesive creation.
@tiberionjraxiosn9493
@tiberionjraxiosn9493 7 лет назад
(I has no knowledge, thiz iz puuure intuishon) Well, machine learning can be quite similar to a child. If we give a child two book variants, say... Mathematics and (only one). The child can't learn something solid with those two books alone. Of course, they learned a thing or two, but the data they processed in their brain is inconsistent, thus their processes *might* create an error or two. Now back to stupid mode :D:D:D:D:D WEEEEEEEeeeeeeeeeeeeeEEEEEEeeEeEeEee
@betamike8676
@betamike8676 7 лет назад
Tiberion Jraxiosn lol
@SirMatthew
@SirMatthew 7 лет назад
In the world of computer science, anything goes!
@NoogahOogah
@NoogahOogah 7 лет назад
BuckeyeStorms Mixing genres is great, but if you think about it, you can't really mix genres until you understand how they work separately. This program didn't create something that sounded like Bach and Mozart together - it created something that sounded really confused, and not like Bach or Mozart.
@SysOpQueen
@SysOpQueen 3 года назад
I loved the skit in the beginning! It was funny but adorable! haha (i also like the animation!) Very informative video! Much appreciated!
@chasemeadows6176
@chasemeadows6176 5 лет назад
I have t say, by the end of this, it was much better than I had expected. Well done for an A.I!
@mathieuclement8011
@mathieuclement8011 5 лет назад
If you used pop music as input, you'd get pretty good results with 5 seconds of training, probably.
@KaRaMaNisKaRaMan
@KaRaMaNisKaRaMan 5 лет назад
But how will you get the computer to think up/generate vocal sound?
@brianhamel5640
@brianhamel5640 5 лет назад
@@KaRaMaNisKaRaMan You wouldn't insert the actual songs, you'd take a transcription as a digital file. What I believe Mathieu is saying, he's making a jab at how incredibly simple most pop songs from a musical standpoint. They're pleasing to the ear, but they're all quite similar and simple.
@Lilly-Lilac
@Lilly-Lilac 5 лет назад
Delysid '47 what vocals? There’s words in those?!?!?
@isabellelanguardia4345
@isabellelanguardia4345 5 лет назад
Brian Hamel they're pleasing to the ear (of non classically trained musicians) I get so bored listening I V VI IV over and over again. It's why I can't listen to Canon in D, it was the original four chord song.
@Vextrove
@Vextrove 5 лет назад
It would just repeat itself over and over again. Pretty accurate
@Fl33tW00dGaming
@Fl33tW00dGaming 5 лет назад
*Time to become skynet*
@jamesguantia2317
@jamesguantia2317 5 лет назад
Terminator *I can’t remember*
@samandrew8158
@samandrew8158 5 лет назад
...yeet
@TavoC20
@TavoC20 5 лет назад
I'll be Bach
@darkshadowsx5949
@darkshadowsx5949 5 лет назад
(terminator whips out a portable keyboard.) terminator: you will listen to my music NOW! human: oh god make it stop ! 7 hours later human commits suicide. terminator: at least let me finish.... (continues playing)
@chessyboidaily1150
@chessyboidaily1150 4 года назад
When she says i like guys that play piano Me: 4:56
@aaronmichaud1
@aaronmichaud1 9 месяцев назад
Thank you for doing this project! It was so interesting and amazing!
@arkady0177
@arkady0177 6 лет назад
Maybe you should try transposing all the input music to one key, like, C major, and do not feed him major and minor music at once. That may help it to learn the harmony faster. Or you can try something easier, like medieval motetos, or some Renaissance vocal polyphony music
@ggdk2865
@ggdk2865 6 лет назад
As1052 Major and moron, nice 😀
@buddyclem7328
@buddyclem7328 5 лет назад
That would be a _major,_ or _minor_ improvement!
@McOuroborosBurger
@McOuroborosBurger 5 лет назад
It did learn key centers and modulation between keys believe it or not. So it really does not seem to matter what key a piece of music is in
@AEFic
@AEFic 5 лет назад
David Cope pioneered computer generated music and used this exact technique: His computer program was able to generate Mozart replicas that people found indistinguishable. I think that was some 10 years ago or so.
@Descanlin
@Descanlin 6 лет назад
For the 360 minute training, it was a little surreal. I kept hearing little snippets that sounded good (or at least, decent) and half-expect them to go somewhere nice, and they just... Peter out. It's like listening to the mental track of someone with ADD or some similar disorder, it just keeps jumping around and trailing off with half-cooked ideas.
@Descanlin
@Descanlin 6 лет назад
This effect was even more pronounced for the day-long Mozart-Bach pieces. Definitely felt almost great at times, and then the machine falls off a cliff and stares at it's, I dunno, what's a computers navel? It just kind of rambles and then picks up on something interesting before slumping again.
@ElliLavender
@ElliLavender 5 лет назад
Woah, the final result after learning Bach and Mozart is actually really really good!
@santiagoops
@santiagoops 5 лет назад
Grat vid man! Love all this neural networks and music stuff
@theoriginalmakaaka101
@theoriginalmakaaka101 7 лет назад
My family once had a schizophrenic man stay with us for a few days. I remember waking up at like 3am and hearing him play our piano like this.
@austin402
@austin402 6 лет назад
oof
@notaras1985
@notaras1985 6 лет назад
computers taking over the world confirmed now.
@peterhammel3799
@peterhammel3799 7 лет назад
Is your computer doin gigs already?
@SrgntSprnkls77
@SrgntSprnkls77 7 лет назад
Peter Hammel its hopefully got at least 8
@belrestro
@belrestro 5 лет назад
This one sound way better, cool stuff man )
@someone-T4I2B0B
@someone-T4I2B0B 11 месяцев назад
5:03 that looks like the world
@Maffoo
@Maffoo 6 лет назад
Oh god that 1997 bit made me feel a little bit sick.
@greekstraycats
@greekstraycats 6 лет назад
It make me feel a littel OLD... It is was yesterday!
@lokalnyork
@lokalnyork 6 лет назад
When I remember I was born in previous millennium... ;________;
@patjohbra
@patjohbra 6 лет назад
Maffoo Funny, the circled 1997 files were uploaded the day before I was born
@Stettafire
@Stettafire 6 лет назад
I mean, I'm like three years older then the guy in the video and my coding abilities are nowhere near xD Less old I'm feeling and more inadequate :P Goes to show age isn't an excuse. Now to go learn PHP:)
@forevercomputing
@forevercomputing 5 лет назад
I was nearly done with school by then.
@caseykoons
@caseykoons 7 лет назад
What if you tried it with popular music? Three-chord rock songs and the like.
@TheFloatingSheep
@TheFloatingSheep 7 лет назад
Casey Koons or with jazz maybe that way he'd actually get some Bach
@calebkirschbaum8158
@calebkirschbaum8158 7 лет назад
The voice would mess that up big time.
@TheKrisfk
@TheKrisfk 7 лет назад
caleb kirschbaum instrumental
@Poats
@Poats 7 лет назад
A lot of midi files don't have any instrument for voice
@KingBobXVI
@KingBobXVI 7 лет назад
You'd just end up with Pachelbel's Canon on repeat forever.
@eamartig
@eamartig 5 лет назад
4:50 I give you 5 cats having violent seizures on a keyboard
@davidgonzalez-herrera2980
@davidgonzalez-herrera2980 5 лет назад
I'm composing right now and heard a lick your computer made and am inspired now to use it
@ThatVulcan
@ThatVulcan 6 лет назад
Imagine if you could put this as the music production engine in a video game.
@richleth3721
@richleth3721 5 лет назад
Randomly generated boss music; that would be cool
@TheSentientCloud
@TheSentientCloud 5 лет назад
That's my thought too. I know that Antichamber has procedurally generated music (I've never heard anything loop or any sequence of notes get reused, except the opening sounds), with tons of pads and other ambient/atmospheric sounds, but it's not remotely like this. It'd be cool to see a game have intelligently generated music like this.
@TCGProductions03
@TCGProductions03 5 лет назад
Said game would be one heck of a CPU hog
@buddyclem7328
@buddyclem7328 5 лет назад
I once generated music on a Commodore 64 by counting up from 0-255 and down from 255-0 at the same time, logical ANDed the numbers together, and sent the result to the sound chip as pitch. The result was surprisingly pleasant. I tried with other logical operators, but none sounded as good. IIRC, OR and NOR sounded really scary.
@TheKeatonWarrior
@TheKeatonWarrior 7 лет назад
Soooooooo, can you put up a video of 10 hours of the music?
@zachburke8906
@zachburke8906 7 лет назад
VitaliiDaGamer right now the system out puts 1 hour of music for 1 hour of time does it not?
@yerboi2902
@yerboi2902 5 лет назад
I think if you limit the input data to songs in the same key, by multiple composers, you could create an awesome random melody generator for any given scale, or modulation
@caitlunsford2440
@caitlunsford2440 5 лет назад
its so funny, you can totally hear it use certain musical concepts and sometimes it switched time signatures during the last one(s) 😂 i really liked this video!!
@Tobias-dp7xh
@Tobias-dp7xh 7 лет назад
you should develop a platform where we can share processing power with you. This way you have more computers with out having more computers.
@serubyne57
@serubyne57 7 лет назад
"have more computers without having more computers" Uhhh... What?
@AdroSlice
@AdroSlice 7 лет назад
There is something like that for rendering Videos and Animations online, actually, I think it's called a renderfarm.
@nickr9505
@nickr9505 7 лет назад
Tobias1198 are you talking about a bot net?
@sharp14x
@sharp14x 7 лет назад
Yes, but something more like folding@home.
@doylemclaren2956
@doylemclaren2956 7 лет назад
Already exists, look into distribution computing. You basically create a massive WAN where people can donate processing power of idling computers (think of it as a botnet)
@QuartzOfficial
@QuartzOfficial 5 лет назад
Loss: I II II I_ per note
@ponponpatapon9670
@ponponpatapon9670 5 лет назад
are you an alternate me?
@freeblowjobs3006
@freeblowjobs3006 5 лет назад
I'm calling the police
@portalfan15
@portalfan15 5 лет назад
The sad thing is that i knew what this was immediately...
@cutecommie
@cutecommie 5 лет назад
He actually explained loss with the Loss meme in a later video.
@rune.theocracy
@rune.theocracy 5 лет назад
FUCK YOU that was so bad
@ldgaming4213
@ldgaming4213 2 года назад
It's strange how at around 30 minutes, you can really start to hear the remnants of a coherent piece forming, even after such little time.
@puregoldsword
@puregoldsword 5 лет назад
I just found that as the training time becomes longer, the loss becomes smaller! Good job
@FutureAIDev2015
@FutureAIDev2015 7 лет назад
So computers can learn how to be creative, and this creativity results from using examples from real human creativity and some randomness...
@x8OxygeN8x
@x8OxygeN8x 7 лет назад
Matthew Ferrie humans get creative the same way actually
@elehatz7764
@elehatz7764 7 лет назад
Matthew Ferrie Pseudo-randomness but yeah.
@theskullhead100
@theskullhead100 7 лет назад
random does not exist in computation
@thing674
@thing674 7 лет назад
except... there is literally random in computation. Give it a look up. EDIT: Some works on the decay of a radioactive element, which is random. Some work off of the input of someone (I believe linux does this)
@carlosfernandez5833
@carlosfernandez5833 7 лет назад
And human creativity results from using examples from other humans, as well as some randomness.
@andrewscott7728
@andrewscott7728 5 лет назад
There is a third advantage computers have over humans. Replication. They only need to learn something once and then you can copy them forever.
@arthurmontier3254
@arthurmontier3254 5 лет назад
Making error can bring some good thing too
@andresvensson262
@andresvensson262 4 года назад
From 5:42 to 5:44 , the 30 minute training actually sounded pretty good
@kieferlord609
@kieferlord609 4 года назад
I did a similar project with Led Zeppelin instead of Bach. Also used my own LSTM. It took about a week of training to get good results
@RealistikDash
@RealistikDash 7 лет назад
the computer is just trying dubstep. Leave it alone!
@MacXpert74
@MacXpert74 7 лет назад
Give it a electric guitar sound and it DJENTS!
@Karxy
@Karxy 7 лет назад
RealistikDash D U B S T E P
@zioxei
@zioxei 7 лет назад
RealistikDash I like some dubstep but that was a good one
@devvrath123
@devvrath123 5 лет назад
They should make genres called "Computer Jazz" and "Computer Baroque"
@IsomerSoma
@IsomerSoma 5 лет назад
How about "artificial baroque"
@ryanxin1848
@ryanxin1848 5 лет назад
And "computer rap"
@--TOM--
@--TOM-- 4 года назад
Who is they
@tbg8365
@tbg8365 4 года назад
@@IsomerSoma AB
@gauripanse7516
@gauripanse7516 2 года назад
Or "fail music theory music"
@mitchelly5324
@mitchelly5324 5 лет назад
Honestly, this is a good tool for a composer to get inspiration for new pieces. If they hear a certain snippet they enjoy, they extrapolate and create real music!
@bradenmitchell5565
@bradenmitchell5565 2 месяца назад
Bro was making AI music before AI music was even a thing!
@xenoraijin
@xenoraijin 7 лет назад
Humans take 10,000 hours to master something, this machine learned a lot in 2 hours.
@Ladifour
@Ladifour 7 лет назад
Mr. Miner Mike That number is an urban legend.
@TlalocTemporal
@TlalocTemporal 7 лет назад
Whatever it is, it''s a lot more than 2.
@lukascielocaminante257
@lukascielocaminante257 7 лет назад
Well I did the maths some times back and I don't really remember but I think 10.000 hours was like 4/5 hours a day every day for 10 years, seems like what you would need.
@antonhelsgaun
@antonhelsgaun 7 лет назад
Mr. Miner Mike tho that's kinda bullshit
@lcGlHeaD
@lcGlHeaD 7 лет назад
i mastered violin by just playing it 2 to 3 hours a day in a month, i can play any classical music at the first attempt most of the time by just reading a signature while im on it and do most techniques with barely 90 hours of training, 1% of what you claim
@SirCommoner
@SirCommoner 7 лет назад
8:42 Holy shit, those 4 notes were the BACH motif. Taken from Wikipedia if you don't know: "In music, the BACH motif is the motif, a succession of notes important or characteristic to a piece, B flat, A, C, B natural. In German musical nomenclature, in which the note B natural is written as H and the B flat as B, it forms Johann Sebastian Bach's family name."
@carrotylemons1190
@carrotylemons1190 5 лет назад
This needs to be on Spotify, please actually add it
@carrotylemons1190
@carrotylemons1190 4 года назад
Wow what a great idea
@carrotylemons1190
@carrotylemons1190 4 года назад
I completely agree
@NovaTheDark
@NovaTheDark 4 года назад
🤔
@bobrobertsNotUrBob
@bobrobertsNotUrBob 5 лет назад
I loved certain parts or pieces of parts, I liked that after however many hours it gets to patterns that would look like a human is using 2 hands to play it. I'd love to see this as a plugin for Ableton as a side note. I 'd also like to feed it midi from Nirvana and see what it can come up with, patterns are less random/complex but it would have to understand drums, bass, vocal melody, and main guitar, 4 separate instruments. great video.
@Bonzane
@Bonzane 7 лет назад
Siri, write me a Bach piece! -ok, I am practicing my piano skills now.
@PeterNjeim
@PeterNjeim 6 лет назад
Siri is the worst virtual assistant in mass produced devices know to man that is a default virtual assistant. Google Assistant, then Microsoft Cortana, and finally Amazon Alexa are all better. And Samsung Bixby is probably better too but the English version isn't out yet.
@user-ft4pb5vb3e
@user-ft4pb5vb3e 6 лет назад
Peter Njeim You've got quite the something to say for a person who misspelled _known_ as "know", didn't use a comma before a coordinating conjunction, and edited your comment so that you could leave those two mistakes there.
@user-ft4pb5vb3e
@user-ft4pb5vb3e 6 лет назад
Peter Njeim You know what? I come back to this comment I made and realize this: the spelling, grammar, etc mistakes don't matter. What actually matters to me is that you didn't back up your argument with any claims or facts _at all_, and, as a matter of fact, although I respect others' opinions, they typically don't back up their claims, either. That's this huge problem I see: they say that something is just their "opinion", but, in reality, they have no reason to believe what they do, at least no reason stated within their comment. I also wanted to make you aware that typos and misspellings are the same, except typos apply only to, as the name would suggest, typing. (This isn't part of the argument, but I wanted to point it out in the same way that people point out spinach in others' mouths, and "Grammar Nazis" point out grammar mistakes in others' writing, just because I'm particularly annoyed by you.)
@jamespedrick4566
@jamespedrick4566 6 лет назад
I tried it and Siri said 'Writing your note... New Note: A Bach piece'
@user-ft4pb5vb3e
@user-ft4pb5vb3e 6 лет назад
Can't Siri use previous training?
@ErikRyde
@ErikRyde 7 лет назад
As a musician this terrifies me
@dustymarlatt4528
@dustymarlatt4528 7 лет назад
Erik Ryde I am feeling the exact same way.
@thaddeuskobylarz8519
@thaddeuskobylarz8519 7 лет назад
Erik Ryde same
@burning_lemons4514
@burning_lemons4514 7 лет назад
Oh yes
@Kobrag90
@Kobrag90 7 лет назад
HA! Mechanisation come for everybody!
@Stingetan
@Stingetan 7 лет назад
It is cool as fuck! Imagine being able to jam with an AI-companion that knows you and how you play?
@jlbacktous9285
@jlbacktous9285 3 года назад
This was actually pretty good, Cary. A misplaced note can ruin a seconds of music, there were some parts of the pieces that was quite familiar to bach
@crazyivan030983
@crazyivan030983 4 года назад
Your humor is cool :) this line: yeah time to become SkyNet made my day :D
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