{ "aggregate": { "cer_normalized_micro": 0.0792860273317662, "character_errors": 3980, "corpora": 5, "reference_characters": 50198, "reference_words": 8748, "utterances": 1189, "wer_normalized_micro": 0.2293095564700503, "word_errors": 2006 }, "by_corpus": [ { "cer_normalized": "0.08096", "cer_raw": "0.08096", "char_deletions": "682", "char_deletions_raw": "682", "char_insertions": "482", "char_insertions_raw": "482", "char_substitutions": "621", "char_substitutions_raw": "621", "eval_corpus": "ILRDF", "eval_language": "saisiyat", "eval_utterances": "610", "reference_characters": "22048", "reference_characters_raw": "22048", "reference_words": "3766", "reference_words_raw": "3766", "run_id": "xlsr53_language_pooled_train-saisiyat_eval-saisiyat-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", "wer_normalized": "0.21163", "wer_raw": "0.21163", "word_deletions": "108", "word_deletions_raw": "108", "word_insertions": "77", "word_insertions_raw": "77", "word_substitutions": "612", "word_substitutions_raw": "612" }, { "cer_normalized": "0.283092", "cer_raw": "0.283092", "char_deletions": "542", "char_deletions_raw": "542", "char_insertions": "304", "char_insertions_raw": "304", "char_substitutions": "403", "char_substitutions_raw": "403", "eval_corpus": "NTU", "eval_language": "saisiyat", "eval_utterances": "104", "reference_characters": "4412", "reference_characters_raw": "4412", "reference_words": "877", "reference_words_raw": "877", "run_id": "xlsr53_language_pooled_train-saisiyat_eval-saisiyat-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", "wer_normalized": "0.651083", "wer_raw": "0.651083", "word_deletions": "89", "word_deletions_raw": "89", "word_insertions": "40", "word_insertions_raw": "40", "word_substitutions": "442", "word_substitutions_raw": "442" }, { "cer_normalized": "0.028431", "cer_raw": "0.028431", "char_deletions": "18", "char_deletions_raw": "18", "char_insertions": "10", "char_insertions_raw": "10", "char_substitutions": "30", "char_substitutions_raw": "30", "eval_corpus": "ePark1", "eval_language": "saisiyat", "eval_utterances": "75", "reference_characters": "2040", "reference_characters_raw": "2040", "reference_words": "343", "reference_words_raw": "343", "run_id": "xlsr53_language_pooled_train-saisiyat_eval-saisiyat-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", "wer_normalized": "0.151603", "wer_raw": "0.151603", "word_deletions": "6", "word_deletions_raw": "6", "word_insertions": "2", "word_insertions_raw": "2", "word_substitutions": "44", "word_substitutions_raw": "44" }, { "cer_normalized": "0.02624", "cer_raw": "0.02624", "char_deletions": "77", "char_deletions_raw": "77", "char_insertions": "27", "char_insertions_raw": "27", "char_substitutions": "24", "char_substitutions_raw": "24", "eval_corpus": "ePark2", "eval_language": "saisiyat", "eval_utterances": "106", "reference_characters": "4878", "reference_characters_raw": "4878", "reference_words": "824", "reference_words_raw": "824", "run_id": "xlsr53_language_pooled_train-saisiyat_eval-saisiyat-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", "wer_normalized": "0.106796", "wer_raw": "0.106796", "word_deletions": "16", "word_deletions_raw": "16", "word_insertions": "8", "word_insertions_raw": "8", "word_substitutions": "64", "word_substitutions_raw": "64" }, { "cer_normalized": "0.045184", "cer_raw": "0.045184", "char_deletions": "371", "char_deletions_raw": "371", "char_insertions": "245", "char_insertions_raw": "245", "char_substitutions": "144", "char_substitutions_raw": "144", "eval_corpus": "ePark3", "eval_language": "saisiyat", "eval_utterances": "294", "reference_characters": "16820", "reference_characters_raw": "16820", "reference_words": "2938", "reference_words_raw": "2938", "run_id": "xlsr53_language_pooled_train-saisiyat_eval-saisiyat-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", "wer_normalized": "0.169503", "wer_raw": "0.169503", "word_deletions": "82", "word_deletions_raw": "82", "word_insertions": "48", "word_insertions_raw": "48", "word_substitutions": "368", "word_substitutions_raw": "368" } ], "condition": "language_pooled", "dataset_version": "dataset_v1", "iso_639_3": "xsy", "language": "Saisiyat", "language_id": "saisiyat", "model_family": "xlsr53", "normalization_version": "formosan_safe_v1", "readiness": { "actual_train_rows": 9473, "best_selection_cer": 0.09279681756460974, "best_selection_wer": 0.2676440207226045, "best_step": 14210, "condition": "language_pooled", "dominant_hypothesis_rate": 0.001682085786375105, "estimated_effective_epochs": 30.000211126359126, "failures": 0, "generated_at": "2026-06-23T08:17:51+00:00", "intended_train_rows": 9473, "manifest_dir": "/projects/prudlab/tacl_formosan_asr/experiments/manifests/gate4_xlsr_supervised_matrix/xlsr53_language_pooled_train-saisiyat_eval-saisiyat-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", "nonempty_hypothesis_rate": 0.9991589571068125, "prediction_rows": 1189, "result_dir": "/scratch/scheppat/projects/tacl_formosan_asr/runs_xlsr_final_v2/xlsr53_language_pooled_train-saisiyat_eval-saisiyat-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", "result_label": "final", "run_id": "xlsr53_language_pooled_train-saisiyat_eval-saisiyat-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", "status": "pass", "steps": 35524, "test_rows": 1189, "train_batch_size": 8, "warnings": 0 }, "seed": 13, "split_version": "split_v2" }