Beyond the Standard: How We Broke the WER Barrier in High-Variance Speech

LoRA successfully specialized an LLM for high-variance speech, achieving significant WER improvements – but it wasn’t just the model. The results validated that building AI for widespread use requires a thoughtfully engineered data pipeline and careful dataset refinement, not simply massive amounts of data.