I'm building a Klatt-style formant speech synthesizer targeting behavioral compatibility with a specific commercial synthesizer. The architecture is driven by hundreds of academic papers, uses declarative YAML with CEL expressions for phased rule execution, and every parameter is citation-backed to specific phonetics research[0].
Nobody is selling this off a shelf. The market for "Eloquence-compatible formant synthesizer with a citation-backed parameter space" is approximately me.
I could not have built this without AI coding tools, and I've been a professional developer for 15+ years. I wrote the specs, I chose the architecture, I read the papers, I know what the output needs to sound like. The sheer surface area of translating hundreds of papers worth of acoustic phonetics into a working runtime would have taken me years solo. With Claude Code it's taken months, and I'm still the one catching when it misinterprets a Klatt coefficient or botches a formant transition rule, because you have to actually know the domain to do that.
Reducing what you do not understand to "Ikea or microwave meals?" Because you don't like it? or aren't familiar with it? Is saying a thing about you. Not about people who know how to use the tools.
[0]: https://github.com/ctoth/Qlatt/