
Zubin Pratap
Articles by Zubin Pratap

TTS Model vs. Voice: They're Not the Same
A TTS model generates speech. But the model and the voice it speaks with are not the same thing — and confusing them leads to poor voice AI design decisions.
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Why Precision / Recall Matters So Much
Accuracy sounds like the right metric until your model scores 90% by doing nothing. Here's why precision and recall tell a more honest story — and why it matters for voice AI.
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A Guide to Choosing Voice AI Models
A practical framework for evaluating ASR, TTS, and turn-detection models against your real-world use case — not lab conditions.
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A Beginner's Guide to Voice AI Terminology
A plain-language glossary of the 20 key terms you need to understand, evaluate, and build conversational voice AI.
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