Tutorial: Part II Control Algorithms for Intelligent Audio Production Tools
Part 2 (of 3) of the control algorithm is finally finished...it's taken longer than I'd planned and it's still a bit rough around the edges but hopefully it still makes sense!
I've gone into some more complex optimisation concepts, in particular those that use numerical methods to solve equations. These form the cornerstone of "real-world" intelligent audio systems, so while the maths might seem a bit much to begin with it's worth getting familiar with (at least on an intuitive level) if you're interested in this field. I finish the whole thing off with an example of how to set the gain on a limiter to hit a target loudness. I will make all of the code for all examples in this tutorial available asap!
As always, let me know if you have any questions. I'm happy to elaborate on any areas of the work if more explanation is needed.
https://www.drmterrell.com/tutorials/control-algorithms
Software Engineer at Google
9 年Sweet! Very pedagogical. I think it would indeed go very well with Python Notebook examples. You could even do everything on a Python Notebook, since it allows inlining Markdown and LaTeX equations between chunks of code... Although it might make it less mathematically elegant. I saw some Google Sites today with equations, but I believe they just rendered them as images separately and embedded them by hand.