Artificial Intelligence #flow-matching#tts
FlowEdit: Associative Memory Framework Cuts TTS Pronunciation Errors by 92.7% Without Retraining
FlowEdit, a new lifelong adaptation framework for flow-matching text-to-speech systems, corrects pronunciation errors on out-of-vocabulary proper nouns without retraining. By storing corrections as latent edits in a Modern Hopfield Network, it achieves a 92.7% reduction in Phoneme Error Rate on 312 multilingual proper nouns while maintaining speech quality.
Jun 22, 2026 1 source