# Utility Scripts

- `summarize_lr_showcase.py`: summarize one experiment output directory into `showcase_report.md`.
- `summarize_threshold_sweep.py`: summarize threshold-sweep JSON/log outputs.
- `write_full_asr_experiment_report.py`: build the paper-facing multilingual/English report from existing result folders.
- `analysis/per_sample_difficulty.py`: per-sample difficulty analysis used for the paper discussion.
- `hparam/search_alpha.sh`: legacy alpha/tolerance grid search helper.