Musicians algorithmically generate melodies, release them to public domain
vice.com
vice.com
http://articles.adsabs.harvard.edu//full/1979HisSc..17..258K...
But practically, most of these claims are not based solely on melody. For instance, a plaintiff beat Katy Perry based on expert testimony that the songs were similar "with regard to their pitch, rhythm, texture, pattern of repetition, melodic shape, and timbre."[1] The way these cases are being decided, plaintiffs could avoid dismissal by claiming copyright in some nebulous combination of protectable elements, even if melody is a key part of similarity.
One ray of hope: The Ninth Circuit Court of Appeals (which decides most of these cases, since it encompasses LA) is reconsidering these issues in the case where Led Zeppelin was accused of ripping off the Stairway to Heaven riff. The lawyers made their arguments last year, and we are waiting for a decision. A good decision could clean up the law governing these claims.
[1] http://www.fordhamiplj.org/2019/09/27/katy-perry-lost-her-da...
Someone who owns the copyrights to a song should sue them for a paltry sum, just to see how things play out in court.
I don't believe there's an objective right and wrong answer here, we're still figuring out how our legal system should adapt to modern technologies.
An Algorithm has no access and could have never heard the work in question..
Sure he can have access, but looking at the algorithm you can prove without a doubt that the algorithm couldn't have access to it.
> If I copy a song, I can't say that the tool I used didn't have access as a defense because that makes no sense.
You could have given access to the song to the tools that you used though.
Usually songs are between 2 and 5 minutes long. Therefore I can, theoretically speaking, write an algorithm, that can use linear interpolation, to generate all sounds, for all octaves, using 44KHz as sampling (the most usual track these days), and you can bet your rear latest pop or rock or whatever song will be generated as well - leaving me with only showing to court "here Your Honor, after looping through, my algorithm at mark xxx gazzilion generated this awesome piece of melody that you know from Youtube as <Lana Del Rey - Blue Jeans>"
https://libraryofbabel.info/bookmark.cgi?eofpgjcg.ggyvpzpti,...
^ search that bookmarked page in the Library of Babel for “jeans” ;)
On another note, since melodies can be encoded into a text format, the Library of Babel has actually done this too.
Heck, there’s a page in the Library of Babel that reads “Your honor, Lady Gaga will one day steal this melody from the library of babel, encoded here in text format: {melody for ‘Shallow’}”
which may look something like this (search “lady gaga” https://libraryofbabel.info/bookmark.cgi?vakuygoqaattmqm315 )
http://articles.adsabs.harvard.edu//full/1979HisSc..17..258K...
The argument isn't going to help. If you are creating every permutation in the purpose of publishing, you are inherently aware that you are intentionally copying published works (and are familiar with the concepts), even without specifically choosing to reproduce in each individual permutation.
A court trail is not much a precedent. The judge can decide to not allow you to mention it. Even if a sympathetic judge (meaning faking neutral but really biased) does allow it, it will be with instructions that allow the next jury to ignore it.
To get a precedent you need to go to court. Then you need to appeal, and a court needs to agree to hear/rule on the appeal. Here you have a problem though: even if you conspire to lose, someone else can file an "Amicus brief" https://legal-dictionary.thefreedictionary.com/Amicus+brief and make a compelling argument that you overlooked. A first round appeal may not get this, but by the time it get to the supreme court (probably not even you - it generally takes dozens of different cases before it gets that far) there will be a lot of interest and your attempt to lose can still win because those who want to win can pour enough into their briefs.
But it's also not likely to be very effective unless you manage to trick a judge into issuing an overly broad judgement and manage to get it upheld on appeal.
The legally sanctioned version would be to seek a declarative judgement.
>"Under copyright law, numbers are facts, and under copyright law, facts either have thin copyright, almost no copyright, or no copyright at all," ...
I’m surprised they went there, because that makes no sense. Nowadays books, movies, TV shows, podcasts, and pretty much every other form of media consist of a stream of numbers, so by that argument nothing would have copyright.
Obviously that's silly — the thing with copyright is not the literal arrangement of ink molecules, it's the work represented by the arrangement.
Similarly, bits are math, but a specific arrangement of bits can represent a work with copyright.
Also, for actual complete melodies, I'm not even sure Happy Birthday would fit their restrictions. It's diatonic and within an octave, but the range is from V to V rather than I to I. So if they're assuming I to I, it wouldn't fit unless they supported mixolydian mode.
possible 12 beat melodies (1 octave) = 8^12 = ~6.9e10
possible 8 letter words = 26^8 = ~2.1e11
(Assume there are 170,000 known words.)
possible 12 word sentences = (1.7e5)^12 = ~5.8e62
Edit: Used the correct numbers from the article and updated the word/sentence length to be comparable.For example, hopefully these guys will publish their work on a music service, otherwise it might be argued that they simply created numbers and not music, which a judge could realistically be expected to differentiate.
They could claim that as much as I can claim that this sentence I just cited ^ above belongs to me, it wouldn't change the reality of things that you supposedly wrote it.
We are talking about the combined work of a dictionary and not the individual words right? Because let's say Wiktionary was in public domain and not CC BY-SA, then if Elsevier went ahead and said that they had copyrighted this material (because it belongs to no-one in particular) and sued Wikimedia Foundation for publishing Wiktionary pages. Would that lead to plausible "judgement" and whoever got more money for lawyers would win? I'm speculation off course, hence the questions and I'm not actually familiar with the American copyright system.
I.e. You can summarize, you can quote, and you can paraphrase, but if you copy the thing in it's entirety, bind it, and sell it as a production of that work, you've violated copyright. If you copy the entire literary content, but leave out all the other trademarks, illustrations, etc, you'd still be likely to be held in violation of copyright as long as the amount of word for word reproduction of these original text in an unaltered form approached unity.
However, as far as I'm aware, you could technically get away with reproducing another book in it's entirety if you quoted every piece it of it, but there were other substantial chunks of content around said quotes. This hasn't typically been done for practical reasons, (as you'd arguably have two books worth of content in one), but would still technically just slide in as fair use as far as I am aware. Though I'm fairly certain anyone would just encourage someone seriously attempting to do that to just get permission, or publish a standalone work with references to a particular edition of the work in question.
The absurdity with music related copyright infringement is that the copyright holders assert they own a copyright to the underlying melody. The foundation of the composition if you will. It should encompass the work as a whole. Either that or the particular scoring. The example I gave above of a book that reproduces another book as part of it's composition would roughly parallel another song composed with the same underlying melody. A book containing a repro of a book in the sense of set theory is still a different composition than the original work. So too should be music.
Unless I'm flawed or unaware of some extra nuance about these things.
Even then you might get into trouble if it can be shown your quotes are in order and thus you didn't apply any creative effort in choosing it. (out of order with page references so it can be assembled might be fine).
All of the above with a ton of maybe. It all depends on factors that are not entirely settled and subject to change.
That's the part I object to frankly.
For a second I had a hope that there were actually guidelines that helped clarify it, but even with the 10%-20% rule, yet if one managed to write and publish an entire set of pages enumerating every semantically correct page, we'd again be in the same problem.
As the process of creation becomes more available to the everyman, I can see that copyright is going to be a thornier and thornier issue. Especially if smaller and smaller chunks are going to be deemed as an acceptable basis for infringement without taking into account that the commonality of those smaller chunks being allegedly infringed upon must have the quality of being arranged in reference to every other part of the composition as a whole as well to count as an infringement of you're even attempting to achieve a reasonable outcome of copyright. Which means that you couldn't claim infringement merely for the presence of a work in another, which I'm fairly certain copyright holders would find unsatisfying because it would sharply curtail the value proposition represented by going after people for purportedly "infringing" in hopes of garnering a settlement, which is what it seems has become the norm rather than the exception in IP circles nowadays.
Now, they just need to release an album called "Every Song Ever" and start having that played on the radio so that they can argue that every musician can claim in court that the version they were subconsciously inspired by the Every Song Ever version.
On a more serious note, if that project was ever taken at face value, that is as a collection of music and not as a piece of mathematical performance art exploring the theoretical boundaries of copyright, they'd get into quite some trouble: somewhere on that drive there's a copy of Strawberry Fields, perhaps even the Happy Birthday song, and we all know what that means.
Not to be pedantic but at least this one was finally put to rest in 2018, in the US that is. And it's EU copyright expired in 2017 [0].
Copyright law is crazy but every once in a while a legal case comes along and injects just a tiny bit of sanity back into an otherwise insane system...
[0] https://en.wikipedia.org/wiki/Happy_Birthday_to_You#Copyrigh...
In Katie Perry's case it was claimed because the Youtube video of the accuser was viewed 3M times on Youtube she could not say she never had access.
An algorithm can't have access, so imo both parties would own the copyright (if an algorithm can own a copyright)
Firstly, there's an enormous corpus of music out there that precedes this effort, and those copyright holders can still make claims.
Secondly, and perhaps more importantly, how would someone prove that a musician copied the work from this algorithmically generated collection? These haven't been number one hits or in widely available collections. Someone could not conceivably argue that a musician derived their work from this due to familiarity with the melody.
I wish the copyright problem would go away. But I really don't see this as a solution.
A large number of musicians and software designers need to collaborate on a project that is much more permissive with regard to sampling, covers, arrangements, adaptions, etc, all the while preserving the rights of songwriters who just happen to write a number one hit song to get paid for their work.
The whole thing needs to be lucrative enough that composers, performers and the tech companies involved can afford to flip the middle finger to anyone exhibiting corporate greed.
It could be a traditional record label, just with a rule in its charter that all works are released into the public domain ten years after recording (instead of the regular 70+ years). This should still be profitable to run since you have a decade to profit from any song.
Maybe even immediately releasing into the public domain and just operating from the profits of live performances could be a viable business model for a record label.
My personal (not very practical) opinion on it is that any derived work that is musically distinct should be considered a separate work. If it isn't the same tune, it isn't the same tune, even if it is similar. If it isn't the same performance, it isn't the same performance.
In fact, the only thing that should be copyrightable by a composer is a specific arrangement of a melody, not the underlying melody itself. (The problem of course is that this is subjective, and not something the law or technology is well-equipped to decide.)
As for record companies, all they should care about is people ripping off their exact CD's and putting them on YouTube for free and not paying them. In my opinion, it's greed to want a cut of a performance/arrangement/cover of a melody that someone else put all the work into.
Interestingly, it wouldn't be eligible for copyright[1], but somehow the algorithmically generated work would be?
[1]: https://en.wikipedia.org/wiki/Monkey_selfie_copyright_disput...
Sure, No 16... No 19 is right out though.
Anything written in a melodic minor scale will use 10 tones, as the 6th and 7th of the melodic minor scale are sharpened on ascending movement but not sharpened on descending. Assuming it uses every note in the scale of course - not all melodies do. But if you start off saying 8 tones per octave you're probably not making space for sharpened 6ths by ignoring the 4ths.
Just about anything written by Schoenberg in accordance with his theory of tone rows and atonality, where the idea is to use all 12 tones as a fundamental component of your melody so that you're not constrained by the notion he didn't like of a tonal centre. Okay so this isn't a popular genre, because it turns out most people who aren't Schoenberg really rather like tonal music. (Yes, that's an oversimplification of his ideas, he did a lot more for music than that).
I think the author of the article has exaggerated the claims about "every possible melody", because given the people who did it are musicians themselves they must be well aware that they've ignored a large swathe of music, and that's before we've even considered tuning systems which don't have 12 tones per octave.
Many Spanish songs use what's called the Andalusian Cadence which will use the equivalent of that G# in melodies too as well as the non-sharped note.
Any blues singing will use that "blue" note that is off the diatonic scale.
A song like Jamiroquai's Picture of My Life has a little color note that feature prominantly in the melody in the opening line "... I can follow through." The note on "through".
Blues scale is also 7-notes instead of 8.
If you play an Am blues scale which is, you'll see how the blue note is really just one note (it's a pentatonic scale with note between the 4th and 5th added): it would be A C D (D#/Eb) E G A. That D# is the blue note.
https://www.youtube.com/watch?v=B9MShtCg4fk
If everything was in an 8-note (no accidental, transpositions only) measure, they'd sound like "Vader's redemption".
To sound sad, you MUST shift to a minor key. A minor key has sharps and flats to create tension. Any "sad sounding" song cannot be properly played in a major key.
The natural minor or Aeolian mode doesn't use any notes outside the diatonic scale (probably what you meant by "sharps and flats"). It's very possible to write sad music in the natural minor. REM's "Losing my religion" for example.
> To sound sad, you MUST shift to a minor key
With sufficient skill you can write sad music in any key or scale, there's no hard and fast rules here. Tonality is only one of the elements you can use to shape the emotion that's conveyed, and it's all quite culturally relative too.
Yoda's theme from star wars... first three notes of the Simpsons theme...
Pretty much any song by Nirvana... like Lithium, major 3rd, flat 6, flat 7 - that's not even a normal mode.
"La la la" from Buble's "Everything" for an easy listening example.
But for an example: "Turn it on again" by Genesis is a 13-beat verse. The chorus I think is maybe in 4. You could turn to King Crimson for longer beats.
Anything not in 4/4.
Anything not in C major.
The question was how common that is in practice? Take the key recognizable seconds of top # songs of the last # years. What percentage will or will not fall under this algorithm (possibly after normalizing the key)?
Not 100% seems obvious, but is it 90%? 50%? 5%?
The Box: Roddy Rich - It's 4/4 and the vocals use triplets and 16ths; basically monotone, very few pitches --> does not fit
Life is Good: Featuring Drake - 4/4 with triplet phrasing; basically monotone, very few pitches used --> does not fit
Post Malone Circles - 4/4, 16th note vocal phrasing at points, no swing feel, the main melody and chorus are free of accidentals, it uses no swing feel --> does not fit
Dance Monkey: Tones and I - 4/4 with swing; accidentals in the chorus (chromatic descent) --> does not fit
Don't Start Nau: Dua Lipa - Literally all triplets over 4/4 in verse... --> does not fit
: :
ugh.
I can't listen to any more of these awful (IMHO) songs, but so far 0% fit "4/4, 8th note divisions, no accidentals" that was used to generate the 68B patterns.
Also, suppose I take a popular melody spanning two octaves and compress it to one (just c' to c). Will these melodies actually sound different enough to be considered independently copyrightable? My guess would be no.
Star Spangled Banner's melody spans 3 octaves IIRC.
But more importantly, any melody with an accidental would require the 13-notes that include the 5 "sharps" or "flats" per octave.
Every country song is pretty much played in the 5th, meaning the 4th note is USUALLY played sharp. So your standard country tunes are pretty much guaranteed not to be in this set.
Jazz and Blues music has a LOT of accidentals, and they also are syncopated up the wazzoo. Even IF Jazz and Blues music were all in C-Major, I doubt they tried out their strange rhythms.
At best, 8-note, single-octave, 12-note rhythms, cover a very, very small subset of simplified classical music (Simplified Twinkle Twinkle Little Star, and not the original Mozart version either: https://youtu.be/KKCsujeeu8o?t=50) and maybe some simple folk songs like "Mary had a little lamb". But for goodness sake, even "Happy Birthday to you" spans more than one octave...
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I just counted it. "Simplified Twinkle Twinkle Little Star" is 14-notes. Even this beginner song is too long to be covered by the 12-notes auto-generated by this algorithm.
So we're talking "Hot Cross Buns" level rhythms... I guess? But "Hot Cross Buns" is 17 notes long.
"Row Row Row your boat" is syncopated. I doubt its rhythm is covered. Its also 26 notes long.
Here's a better question: what song is actually covered by 8-note, single octave, 12-notes combinatorics? I'm having difficulty figuring one out. I'm picking the simplest songs I know of and they still don't seem to be covered.
8 notes in a single octave pretty much limits you to melodies of someone who has been studying music only a few months. Even my penny whistles are capable of more than that after a couple months of study. (a few days if you already know music or are interested in one specific song)
And yes, it could sound different enough. If I invert the octaves of every alternate note it's going to be quite hard to pick out the melody as being the same, because I'd have disrupted all the scales and arpeggios that are the parts we actually recognise as forming the shape of it.
The other point the comment you're replying to is trying to make is that Western music generally has 12 tones per octave (even if they don't use them all, a lot of music uses 9 or 10 of them), and other musical systems used in various parts of the world in antiquity and in the present day may have significantly more (or less).
Anybody who limits it to 8-tone octaves and only a one-octave span and says it's every possible melody is just lying or musically ignorant. Which is surprising given who the people who did this claim to be - i.e. they're musicians.
It's likely that the article's author massively exaggerated on the "every possible melody" thing, because there are way more than you can get from 8 tones in 1 octave over 12 beats.
Writing melodies with these would comprise of 12, 5, and 6 different tones per octave, respectively. Not 8.
Plus, some minor keys comprise of different sets of tones depending whether the previous tone was higher and lower, so it might not even be the same set of 8 tones within an "8-tone" scale.
Octaves are just a modulus.
Edit: there's also things like moveable 7 note "scales" and other eastern hemisphere things that don't fit western music theory as easily but I don't know them well enough.
"My Heart will go on" (Song from the Titanic movie) is a good example where no amount of transposition will work. The tension of the song comes from playing the "wrong" note. (My __heart__ will, emphasis on "Heart" is extremely tense because its an accidental: not actually in the key that its being played in).
Too bad they went with CC0 instead of CC-BY-SA – we could have ended restrictive copyright on music and made all music free!
Samples are copyright infringement on the master and using for instance the same chorus as someone else in your song falls under performance.
I don’t get how this helps either.