{
 "generated": "2026-10-13T12:44:33+00:00",
 "cluster_threshold": 0.3,
 "method": [
  "Voices come from average-linkage clustering of wespeaker resnet34-LM embeddings over every diarized cluster in the corpus; two clusters from the same recording are never merged.",
  "anchored = the cluster that reads the roll call, named by that meeting's chair in the minutes.",
  "inferred = attendance arithmetic (present when the roster says present, absent when the roster says absent), not a match against a known sample.",
  "Unnamed voices stay 'Speaker N' in the transcript. No name is invented."
 ],
 "audit": {
  "clusters": {
   "voices": 113,
   "largest_voice_members": 68,
   "anchor_clusters": 46,
   "anchor_names": 1,
   "anchor_voices": 3,
   "anchor_name": "Nancy L. Bushika",
   "anchor_in_largest_group": 44,
   "anchor_purity": 0.957,
   "voices_touching_most_files": 7,
   "median_voice_files": 1,
   "clusters": 606,
   "merges": 493,
   "same_file_merges": 7,
   "same_file_merges_banned": 0,
   "same_file_threshold": 0.35
  },
  "anchor_clusters_total": 46,
  "anchor_clusters_in_named_voices": 44,
  "anchor_names": {
   "Nancy L. Bushika": 46
  },
  "roster_names": [
   "Douglas Wright",
   "Jedidiah Gramlin",
   "John Dunn",
   "Kurt Gamari",
   "Michael G. Denault",
   "Nancy L. Bushika"
  ],
  "roster_names_named": [
   "Michael G. Denault",
   "Nancy L. Bushika"
  ],
  "roster_names_unnamed": [
   "Douglas Wright",
   "Jedidiah Gramlin",
   "John Dunn",
   "Kurt Gamari"
  ],
  "fit_rejections": 1,
  "top_candidates": [
   {
    "score": 0.859,
    "voice": 3,
    "name": "Michael G. Denault",
    "detail": "heard in 51 of 54 analysed recordings where Michael G. Denault is on the roster and silent in 10 of 10 where Michael G. Denault is listed absent (3 silent while on the roster, 0 heard while listed absent)"
   },
   {
    "score": 0.438,
    "voice": 2,
    "name": "Kurt Gamari",
    "detail": "heard in 49 of 53 analysed recordings where Kurt Gamari is on the roster and silent in 3 of 11 where Kurt Gamari is listed absent (4 silent while on the roster, 8 heard while listed absent)"
   }
  ]
 },
 "voices": [
  {
   "voice": 1,
   "name": "Nancy L. Bushika",
   "confidence": "anchored",
   "basis": "roll-call anchor in 44 of 68 recordings this voice appears in; across those recordings it opens or reads the attendance script in 55 of them and calls votes or adjourns in 57 of them \u2014 the minutes name the chair, so the label is a role inference, not a heard name",
   "meetings": 68,
   "clean_s": 34797.0,
   "role_evidence": {
    "procedural_lines": 138,
    "vote_lines": 184,
    "motion_lines": 145,
    "opens_or_reads": 55,
    "runs_votes": 57
   },
   "heard_when_absent": 0,
   "files": [
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    "2024-03-21_selectboard.mp3",
    "2024-04-04_selectboard.mp3",
    "2024-04-18_selectboard.mp3",
    "2024-05-02_selectboard.mp3",
    "2024-05-16_selectboard.mp3",
    "2024-06-06_selectboard.mp3",
    "2024-06-20_selectboard.mp3",
    "2024-07-18_selectboard.mp3",
    "2024-08-01_selectboard.mp3",
    "2024-08-01_selectboard_public-hearing.mp3",
    "2024-08-15_selectboard.mp3",
    "2024-09-05_selectboard.mp3",
    "2024-10-17_selectboard.mp3",
    "2024-10-24_selectboard_special.mp3",
    "2024-11-07_selectboard.mp3",
    "2024-11-21_selectboard.mp3",
    "2024-12-05_selectboard.mp3",
    "2024-12-19_selectboard.mp3",
    "2025-01-02_selectboard.mp3",
    "2025-01-16_selectboard.mp3",
    "2025-02-06_selectboard.mp3",
    "2025-02-20_selectboard.mp3",
    "2025-03-06_selectboard.mp3",
    "2025-03-20_selectboard.mp3",
    "2025-04-03_selectboard.mp3",
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    "2025-06-19_selectboard.mp3",
    "2025-07-17_selectboard.mp3",
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    "2026-06-04_selectboard.mp3",
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    "2026-07-02_selectboard.mp3",
    "2026-07-16_selectboard.mp3",
    "2026-08-06_selectboard.mp3",
    "2026-08-06_selectboard_youtube.mp3",
    "2026-08-20_selectboard.mp3",
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    "2026-09-17_selectboard.mp3",
    "2026-09-17_selectboard_youtube.mp3",
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   "confidence": null,
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    "2024-12-19_selectboard.mp3",
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    "2025-02-06_selectboard.mp3",
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    "2025-03-20_selectboard.mp3",
    "2025-04-03_selectboard.mp3",
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    "2025-06-05_selectboard.mp3",
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    "2025-09-18_selectboard.mp3",
    "2025-10-02_selectboard_part1.mp3",
    "2025-10-16_selectboard.mp3",
    "2025-11-06_selectboard_part1.mp3",
    "2025-11-20_selectboard_part1.mp3",
    "2025-12-04_selectboard.mp3",
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    "2026-02-05_selectboard.mp3",
    "2026-03-05_selectboard.mp3",
    "2026-03-19_selectboard.mp3",
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    "2026-04-16_selectboard.mp3",
    "2026-05-05_selectboard_joint-school.mp3",
    "2026-05-21_selectboard.mp3",
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    "2026-06-18_selectboard.mp3",
    "2026-07-02_selectboard.mp3",
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    "2026-08-06_selectboard_youtube.mp3",
    "2026-08-20_selectboard.mp3",
    "2026-09-03_selectboard.mp3",
    "2026-10-01_selectboard.mp3"
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  },
  {
   "voice": 3,
   "name": "Michael G. Denault",
   "confidence": "inferred",
   "basis": "heard in 51 of 54 analysed recordings where Michael G. Denault is on the roster and silent in 10 of 10 where Michael G. Denault is listed absent (3 silent while on the roster, 0 heard while listed absent)",
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    "2024-06-20_selectboard.mp3",
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    "2026-07-02_selectboard.mp3",
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