Re:Neural Style Transfer for Musical Melodies
by romaniv on Thursday January 11, 2018 @02:31PM
(#16126994)
Well, yes, that's how convolution reverbs work. Except I've never seen anything that would allow users to record a reverb with conventional hardware and without any elaborate setups.
Also, there is more to reverb than just impulse response. A more sophisticated reverb simulator would map out the space and allow you to choose where the "listener" and the source are located in that environment.
The nearby comment about moving obstructions is on-point as well.
There is ample space for application of machine learning here.
Re:Neural Style Transfer for Musical Melodies
by gp7 on Thursday January 11, 2018 @02:21PM
(#16126877)
Reverb of a static room at a point is as simple as that. Rooms with moving obstructions, with moving noise generators, at moving points, that's harder.
Re:Neural Style Transfer for Musical Melodies
by TFortunato on Thursday January 11, 2018 @02:11PM
(#16126796)
You really might not even need to make a great impulse... you can probably get away with recording response to a series of "known signals" (e.g. chirp signals played back over a known loudspeaker), and then determining the impulse response from that, and applying that (via convolution) to your actual signal of interest.
The only limits to this is how close to a perfect impulse you can generate.