Scripts for third Clarity Prediction Challenge
R scripts for calculating statistics described in paper "Word-level Intelligibility Model for the third Clarity Prediction Challenge"
- allscores.csv - CPC3 training metadata converted to CSV
- allscores_word.csv - CPC3 training data divided into words with added word features
- trainforestpred_word3.csv - word correct predictions from random forest classifier trained on word features
- dowordstats - computes correlation and mutual information for the word features against word correct
- doword2sent - sentence intelligibility model from individual word correct predictions
Mark Huckvale August 2025