Phonetic convergence—the unconscious adaptation of speech to match interlocutors —is thought to arise from predictive mechanisms. Our research reveals that motor-based predictions enhance neural sensitivity to listener-matched features. This discovery highlights how internal signals orchestrate sensorimotor interactions to guide vocal imitation.