speech recognition

Three-Stage LLM Framework Tackles ASR Errors and Hallucinations

New research introduces a verification-based approach to correct speech recognition errors while minimizing LLM hallucinations through structured multi-stage processing.

voice cloning

Latent Mixup Creates Diverse Synthetic Voices for Fair ASR

New research uses latent space mixing to generate diverse synthetic voices, addressing underrepresented accents in automatic speech recognition training. The technique improves ASR equity without real voice data from marginalized communities.