An 8B LLaMa decoder with a Conformer audio encoder generates disfluency tokens and timestamps, and works even when the text hints come from imperfect phoneme or word aligners.
Base sentences were converted into IPA phoneme se- quences, and TTS rules were applied to edit phonemes and sim- ulate disfluencies
1 Pith paper cite this work. Polarity classification is still indexing.
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cs.SD 1years
2025 1verdicts
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dataset 1polarities
use dataset 1representative citing papers
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Smooth Operators: LLMs Translating Imperfect Hints into Disfluency-Rich Transcripts
An 8B LLaMa decoder with a Conformer audio encoder generates disfluency tokens and timestamps, and works even when the text hints come from imperfect phoneme or word aligners.