Machine Learning Based Outcome Prediction With Confidence Scoring

via “token-level-confidence-scoring”

automatic-speech-recognition model by undefined. 19,33,804 downloads.

Unique: Exposes raw logits from the transformer decoder enabling token-level confidence computation without additional inference, though logits are uncalibrated and require post-hoc calibration for reliable confidence estimates

vs others: Zero-cost confidence extraction compared to separate confidence models, though less reliable than ensemble-based confidence estimation or Bayesian approaches