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Use Case5 min read

Stop Regenerating Entire TTS Batches

By Priya Patel2025-12-10

One of the biggest wastes in TTS production is regenerating entire batches because you can't identify which specific files are bad.

A typical scenario: you generate 500 files. During a spot-check, you notice a glitch in file 347. You don't know how many other files have issues. So you regenerate all 500 to be safe.

But 85%+ of those files were probably fine. You just spent TTS credits (and time) regenerating 425 files that didn't need it.

The math gets worse at scale. If you're generating 5,000 files per week and regenerating entire batches even once, you're throwing away thousands of dollars in unnecessary TTS generation costs.

Targeted regeneration solves this. Run your batch through TTSAudit. Get back a list of the specific files that have anomalies - maybe 29 out of 500. Regenerate just those 29.

You save TTS credits, you save time, and you ship faster because regenerating 29 files takes a fraction of the time it takes to regenerate 500.

The ROI is immediate. If TTSAudit costs 1 credit per file ($0.006-$0.01 depending on your package), and a TTS generation credit costs $0.01-$0.05 per file, you save money on the very first batch where you would have regenerated everything.

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