| { | |
| "n_train": 3300, | |
| "n_eval": 1196, | |
| "feature_keys": [ | |
| "duration_s", | |
| "voiced_dur_s", | |
| "pause_ratio", | |
| "longest_pause_s", | |
| "n_pauses", | |
| "f0_mean_hz", | |
| "f0_std_hz", | |
| "f0_range_hz", | |
| "jitter_local", | |
| "shimmer_local", | |
| "hnr_mean_db", | |
| "f1_mean_hz", | |
| "f2_mean_hz", | |
| "f3_mean_hz", | |
| "rms_mean", | |
| "zcr_mean", | |
| "spec_centroid_mean", | |
| "align_n_chars_aligned", | |
| "align_n_chars_unaligned", | |
| "align_char_dur_mean_s", | |
| "align_char_dur_std_s", | |
| "align_char_dur_cv", | |
| "align_char_dur_max_s", | |
| "align_articulation_rate_cps", | |
| "align_intra_pause_total_s", | |
| "align_intra_pause_max_s", | |
| "align_intra_pause_count" | |
| ], | |
| "ssd_eval_speakers": [ | |
| "01M", | |
| "02M" | |
| ], | |
| "td_eval_speakers": [ | |
| "07F", | |
| "09F", | |
| "15M", | |
| "16F", | |
| "18F", | |
| "35M", | |
| "44F", | |
| "48F", | |
| "53F", | |
| "58F" | |
| ], | |
| "results": { | |
| "logreg": { | |
| "acc": 0.5451505016722408, | |
| "prec": 0.7212389380530974, | |
| "rec": 0.4381720430107527, | |
| "f1": 0.5451505016722409, | |
| "auc": 0.6417653915691314, | |
| "cm_tn_fp_fn_tp": [ | |
| 326, | |
| 126, | |
| 418, | |
| 326 | |
| ] | |
| }, | |
| "mlp": { | |
| "acc": 0.6245819397993311, | |
| "prec": 0.8390804597701149, | |
| "rec": 0.4905913978494624, | |
| "f1": 0.6191687871077183, | |
| "auc": 0.7777113664478066, | |
| "cm_tn_fp_fn_tp": [ | |
| 382, | |
| 70, | |
| 379, | |
| 365 | |
| ] | |
| } | |
| } | |
| } |