FlowEdit: Associative Memory for Lifelong Pronunciation Adaptation in Flow-Matching TTS

Harshit Singh, Ayush Pratap Singh, Nityanand Mathur

Flow-matching text-to-speech systems achieve remarkable zero-shot quality but remain static after deployment: pronunciation errors on out-of-vocabulary proper nouns persist unless…