RTFree-F5 replaces reference transcripts with mapped self-supervised speech representations in F5-TTS, cutting WER on dysarthric speech from 24.6% to 10.4% without any transcript at inference.
Speechaccentllm: A unified framework for foreign accent conversion and text to speech,
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Transcript-Free Flow-Matching Text-to-Speech via Speech Feature Conditioning
RTFree-F5 replaces reference transcripts with mapped self-supervised speech representations in F5-TTS, cutting WER on dysarthric speech from 24.6% to 10.4% without any transcript at inference.