Deep Learning Techniques for Music Generation – A Survey

Depends on the level of creativity and if it can break out of the learned styles and create something different.

We don't need to churn out more of it, we can't raise to the level of the current supply of music. What we need is more power to appreciate genres of music, not more music.

Have you tried researching classical music on YT? I have done that intensely, for about 7 years, and I can tell you that I didn't get to listen to more than 1%. There are thousands of composers with hundreds of thousands of pieces and millions of interpretations.

If we create computer music it will be done to expand the space of creativity, as usual. Classical music is particularly daring in breaking its molds and expanding to new forms.

My favorite imagination game is to pretend I am listening a contemporary piece together with Mozart, Bach, or Beethoven and watching their reactions. So I am doing in my head a simulation of the old masters, like AI is doing, except that I am trying to listen from their perspective instead of trying to create more music in their style.

I think it would be a huge step forward for music or any artform, just like photography was for visual art. after the camera, we could relax on the technique of copying things as we see them and move on to ideas. perhaps ML could help human music finally get real about ideas. It could be wonderful to be free of the labor so we could really focus on the other aspects of music this kind of development could illuminate by making the formulaic nature understandable by everyone, driving a new interest in a frontier in music we were not free to explore while chained to techniques that are just techniques and not actual mysical ideas. I think music might more emphasize connection between people and a given moment between those very specific people. It might bring the former audience on par with the composer and as a composer, i'd like to see that in my lifetime!

Different is easy. Different and generally pleasing (making sense) is a much harder proposition.

ML models have problems handling even medium level structure much less something long term.

perhaps we should be less passive listeners. Bach was just a dude who was great at counterpoint and his job. we aren't trapped by Bach- we are not thinking creatively if we think stylistic hybrids is artistic thinking. Shoot -- Bach was doing that his dang self. The point is-- art isn't something that should be justified by labor. It sure is a lot of labor to write a fuge in counterpoint like Bach did. But only if you are doing the math by hand. Time to get to the end of labor so we can see through it to an actual artistic idea about ourselves. The passive listener might be a great place to start.Bach was not a storyteller. He was into absolute music-- mathematical purity-- a marriage of form and function under a set of rules called counterpoint both laterally and vertically-- the ultimate musical 3d Sudoku meets Rubik's cube meets Go meets chess-- in sonic form. What you hear in it as emotion is what you see in the surface of rippling water, and that is kinda the point of its technical and formal strictness and purity. It is musical math. Math has no emotion-- you do. Bach aimed for this kind of pure dedication to musical math. But it isn't idea. It really isn't. But there is something compelling about that which is concrete giving rise to our own ideas. I guess the poet William Carlos Williams was into the same thing-- bringing out the concrete so something personal can float up from that image- so it can be somehow universal. I guess that is cool. But as a lifelong performer of Bach, This Bach worship is its own religion. They didn't have cameras or computers or safe surgery then. (bach dying of an infection from cateract surgery -- knew nothing of blood type also)But we DO! And I think it is time to move on from the whole "wow, check out that perfect form and counterpoint he did by hand" kind of thing. It is a great player who can give real life to pure musical math, and that is what Bach did for us-- he gave us a nice, sturdy, non-flaky canvass, and we all appreciate it. But time to move beyond the hand labor being recognized as the art in music composition and music performance too (wow, look how in tune! how fast! how well structured in phrase! how expertly varied in timbre and sonic texture! how emotional!) It really isn't a marvel of anything but hours of time spent doing counterpoint or scales or technique. None of us expect to be lauded for our facility at speaking our native language-- or even a foreign language. It is the same thing, I promise. And hopefully, machine learning will show us this sooner rather than later so we can get into some new artistic idea. And yeah, loads of performing musicians disagree with me on this. But hey- loads of peoole think they were abducted by aliens too.