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For general audio application customary as a rule use float-point DSP.
From all moderne and available DSP-family draw your attention to C672x cheap (but not bad) DSP-family
Additional advantage for amateur: C672x are available in planal (no BGA) package.
**broken link removed** https://www-s.ti.com/sc/ds/tms320c6726.pdf
The 5xxx and 2xxx are fixed point DSPs. Fixed point can also perform floating point operations by software emulation, which is of course slower. But for a guitar
effects a 100MHz TMS320C5402 should be quite ok.