ModelRefs / TTS (Text-to-Speech) — AI Glossary

TTS (Text-to-Speech) — AI Glossary

AI models that convert text to natural-sounding synthesized speech. Mean Opinion Score (MOS) and UTMOS are the standard quality metrics.

Overview

Modern TTS systems (ElevenLabs, OpenAI TTS, Cartesia, Kokoro) produce near-human-quality voices with controllable prosody, emotion, and speaker cloning. Mean Opinion Score (MOS) and UTMOS are the standard quality metrics.

Reference details

Topicmultimodal
Also known astext-to-speech, speech synthesis, voice synthesis
Last reviewed2026-06-24

Example: Where synthetic speech still gives itself away

Not tone — prosody on unfamiliar strings. Addresses, product codes, initialisms and mixed-language names are where pacing and stress go wrong, because the model has to guess how something is said. Evaluate on your actual content, not on the vendor's demo sentences.

Commonly confused with

Voice cloning is not the same as voice synthesis. Synthesis generates speech from text in some voice; cloning reproduces a specific person's voice, which carries consent and likeness obligations that ordinary TTS does not.

When to use it

Reach for it when:

  • Content must be consumed hands-free or eyes-free
  • Accessibility requires an audio channel
  • Latency budgets allow streaming synthesis in a voice interface

Reach for something else when:

  • Cloning a voice without documented consent
  • Precise pronunciation matters and you cannot supply a lexicon
  • The text is dense reference material better read than heard

Referenced by

This term is used by the following ModelRefs references:

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Frequently asked questions

What is TTS (Text-to-Speech)?

AI models that convert text to natural-sounding synthesized speech.

Is TTS (Text-to-Speech) the same as text-to-speech?

Yes — text-to-speech, speech synthesis, voice synthesis are common aliases for TTS (Text-to-Speech).

What concepts are related to TTS (Text-to-Speech)?

Closely related concepts include asr, multimodal.