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How Machines Speak

Prosody, Emotion & Control

9 min+80 XPStep 1/10

The text is the least interesting input

'I didn't say he stole the money' is seven different sentences depending on which word carries the stress. Prosody — pitch contour, energy, duration, rhythm, pauses — carries meaning the transcript is blind to. Emotion lives in the same channel: same words, cold vs warm delivery, opposite social meaning.

This is the actual content of TTS control: the words are fixed by the input; everything that makes speech human is extra input the model must get from somewhere.