Sweat and moisture get trapped against leather or fabric straps over time. Daily wear and workouts make it worse.
Wiping the strap down after sweaty days helps. Let it fully dry before wearing it again.
If the smell persists, it's probably time to swap in a fresh strap. Straps are cheap, so there's no reason to fight a losing battle with one.