September 28 source audit โ€” 27 added dates; 644,741 logged events

Added: 2026-08-28, 2026-08-29, 2026-09-01, 2026-09-02, 2026-09-03, 2026-09-04, 2026-09-05, 2026-09-09, 2026-09-10, 2026-09-11, 2026-09-12, 2026-09-13, 2026-09-14, 2026-09-15, 2026-09-16, 2026-09-17, 2026-09-18, 2026-09-19, 2026-09-20, 2026-09-21, 2026-09-22, 2026-09-23, 2026-09-24, 2026-09-25, 2026-09-26, 2026-09-27, 2026-09-28. All 159 previously published day datasets remain unchanged. There are now 186 dates with data through September 28, 2026; these are represented dates, not a claim of continuous or complete-day recording.

Sources: 124,833 events from timestamped desktop event logs, 473,827 events from stable recorder detection metadata without an explicit incomplete flag, and 46,081 partial observations for September 25. Source files were copied and SHA-256 verified; private audio, names, biometric vectors and source paths are not published. Ten previously archived v2 logs were rehashed; the live v2 route was unavailable. No coordinates or physical distances are inferred. Existing named-reference totals were not recalculated.

Five-minute bins count logged events, not continuous speech duration or verified people. New-schema timestamps use absolute event epochs converted to America/New_York. Legacy metadata uses file-start epoch plus the logged processing-clock offset; these are processing timestamps, not independently verified acoustic onsets. Model labels are scoped by session or metadata file. Sources and scanner versions are not directly interchangeable. Machine statuses such as VERIFIED_MATCH are not independent identity findings; null labels are not replaced with top-candidate names.

September 25: partial source metadata; session incomplete. Stable, parseable event records were retained despite explicit audio-input-overflow flags. Missing audio and missing time are not reconstructed. Actual included event timestamps: 2026-09-25T00:00:00.787981-04:00 through 2026-09-25T19:16:43.222317-04:00. Every bin carries a partial-source flag. Explicit event IDs were deduplicated globally; conflicting IDs or changing files were excluded. Alternative older-schema Test recordings were reviewed but not merged: they lack comparable event IDs and completeness flags, and their sample-duration and processing-clock measures differ.

September 28 is a partial calendar day as of the reviewed records, not a live feed. Latest included event: 2026-09-28T06:05:28.287108-04:00. Missing energy/pitch measurements display as Unavailable, not measured zero.

Dates not added from reviewed source event records (unresolved for this all-days update, not proof that no other records exist): 2026-01-22, 2026-01-23, 2026-01-24, 2026-01-25, 2026-01-27, 2026-01-28, 2026-01-29, 2026-01-30, 2026-01-31, 2026-02-01, 2026-02-11, 2026-02-12, 2026-02-13, 2026-02-14, 2026-02-15, 2026-02-16, 2026-02-17, 2026-02-18, 2026-02-19, 2026-02-20, 2026-02-21, 2026-02-22, 2026-02-23, 2026-02-24, 2026-02-25, 2026-02-26, 2026-02-27, 2026-02-28, 2026-03-01, 2026-03-02, 2026-03-03, 2026-03-04, 2026-03-05, 2026-03-08, 2026-03-09, 2026-03-10, 2026-03-13, 2026-03-14, 2026-03-15, 2026-03-16, 2026-03-21, 2026-03-24, 2026-03-29, 2026-07-27, 2026-07-28, 2026-07-29, 2026-07-30, 2026-07-31, 2026-08-01, 2026-08-02, 2026-08-03, 2026-08-04, 2026-08-05, 2026-08-06, 2026-08-07, 2026-08-08, 2026-08-09, 2026-08-10, 2026-08-11, 2026-08-15, 2026-08-16, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-30, 2026-08-31. A separate February 11 full-day report remains available; it was not substituted for source-event verification.

The earlier September 9 audit remains below as historical provenance. Its old unresolved-date list is superseded by this audit. Original records and prior published day arrays are preserved.

Earlier September 9 source audit โ€” historical coverage; see September 28 update

Added: 2026-08-12, 2026-08-13, 2026-08-14, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, 2026-08-25, 2026-08-26, 2026-08-27, 2026-09-06, 2026-09-07, 2026-09-08.

Unresolved dates (no usable records found in reviewed sources): 2026-01-22, 2026-01-23, 2026-01-24, 2026-01-25, 2026-01-27, 2026-01-28, 2026-01-29, 2026-01-30, 2026-01-31, 2026-02-01, 2026-02-11, 2026-02-12, 2026-02-13, 2026-02-14, 2026-02-15, 2026-02-16, 2026-02-17, 2026-02-18, 2026-02-19, 2026-02-20, 2026-02-21, 2026-02-22, 2026-02-23, 2026-02-24, 2026-02-25, 2026-02-26, 2026-02-27, 2026-02-28, 2026-03-01, 2026-03-02, 2026-03-03, 2026-03-04, 2026-03-05, 2026-03-08, 2026-03-09, 2026-03-10, 2026-03-13, 2026-03-14, 2026-03-15, 2026-03-16, 2026-03-21, 2026-03-24, 2026-03-29, 2026-07-27, 2026-07-28, 2026-07-29, 2026-07-30, 2026-07-31, 2026-08-01, 2026-08-02, 2026-08-03, 2026-08-04, 2026-08-05, 2026-08-06, 2026-08-07, 2026-08-08, 2026-08-09, 2026-08-10, 2026-08-11, 2026-08-15, 2026-08-16, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-28, 2026-08-29, 2026-08-30, 2026-08-31, 2026-09-01, 2026-09-02, 2026-09-03, 2026-09-04, 2026-09-05.

Five-minute bins count logged observations, not continuous speech duration. Camera, desktop and v2 measurements use different pipelines; counts are not interchangeable. Desktop model labels may change between sessions. VOICE_0030 was formally relabelled as a mixed fingerprint family on August 12 and must not be read as one verified person. Low-support detections remain unconfirmed. No new raw audio, embeddings, names or coordinates are published.

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September 28 source review: all 159 existing day datasets preserved; 27 missing dates added through Sep 28, 2026. Logged events and session/file-scoped model labels are not verified people. September 25 uses partial source metadata with capture-overflow flags. No geographic positions or distances are inferred. Remaining gaps are unresolved, not zero activity. Existing named-reference totals have not been recalculated.
Model labels / bin
Field Distribution
Signal-to-Noise Ratio
Events / 5 min
Energy
Pitch
Soft %
Alert
Data Coverage
Jan: 3 | Feb: 9 | Mar: 16 | Apr: 30 | May: 31 | Jun: 30 | Jul: 26 | Aug: 13 | Sep: 28 dates
186 dates total: 2026-01-20 through 2026-09-28. Added from timestamped scanner event logs and recorder detection metadata; local Eastern time. A represented date does not imply complete-day coverage. September 25 is explicitly partial; older gaps remain unresolved.
Confirmed Speaker Profiles
Active: Feb, Mar, Apr, May, Jun, Jul 2026 | Peak: May (436 hrs) | Fresh audit through Jul 26, 2026. Matched against encrypted library (914 profiles).
RICARDO A. MORAN HERRERA 2,114.0 hrs
5,259,538 events | 1,721 sessions | Scanner 1 + 2
YTD audit: Jan 20 โ€“ Jun 30, 2026 | Same-criteria 120s activity-window method
JAVIER S MEDRANO DELGADO 2,104.4 hrs
4,503,773 events | 1,813 sessions | Scanner 1 + 2
YTD audit: Jan 20 โ€“ Jun 30, 2026 | Same-criteria 120s activity-window method
JUAN A SALAZAR 1,973.8 hrs
2,115,325 events | 3,197 sessions | Scanner 1 + 2
YTD audit: Jan 20 โ€“ Jun 30, 2026 | Same-criteria 120s activity-window method
ALFREDO E. BISETTI 1,471.3 hrs
687,735 events | 7,685 sessions | Scanner 1 + 2
YTD audit: Jan 20 โ€“ Jun 30, 2026 | Same-criteria 120s activity-window method
RANDALL O. RODRIGUEZ 1,323.2 hrs
548,689 events | 8,199 sessions | Scanner 1 + 2
YTD audit: Jan 20 โ€“ Jun 30, 2026 | Same-criteria 120s activity-window method
CAROLINA M. HERRERA ARAYA 1,628 hrs
82,272 candidate rows | 131 active days | 3 candidate IDs
Fingerprint-backed candidate IDs: VOICE_0040, VOICE_0205, VOICE_0474. January 2026 raw-log hits: 0.
Combined: 10,614.7 hrs confirmed activity (YTD same-criteria audit Jun 30, 2026)
Library: 353 local profiles | 914 encrypted (OTAGLIVE)
Last scan: Jul 7, 2026 18:00 EDT
Added Hours Audit
Fresh metadata audit from Jun 11, 2026 23:08 through Jul 7, 2026 18:00. Source folder: OTAGLIVE audio_capture_enhanced.
JAVIER S MEDRANO DELGADO+0.2422 hrs Strong correction: VOICE_0031, pending audition436 det. RANDALL O. RODRIGUEZ+0.1756 hrs Confirmed: VOICE_0107316 det. RICARDO A. MORAN HERRERA+0.3006 hrs Working hypothesis only: VOICE_0128 is polluted541 det. ALFREDO E. BISETTI+0.7300 hrs Candidate-only nearest ID: VOICE_02271,314 det. JUAN A SALAZAR+0.0000 hrs No credit: Salazar not mapped in scanner library0 det.
All VOICE IDs combined since last scan: 95.0933 hrs across 171,168 detections and 228 VOICE IDs.
Candidate ranges: Randall broad 17-ID set +0.6606 hrs; Alfredo candidate set +0.7300 hrs. These are not identity-grade totals or proof of physical presence near 39 Toledo Ct.
โ–ผ LEGEND
NEAR field bin
MEDIUM field bin
FAR field bin
ULTRA-FAR field bin
EXTREME field bin
Scanner voice-fingerprint pulses (WHISPER)
๐ŸŽฏ Confirmed speaker voice-matches (geo + time/day calibrated)
iPhone GPS fixes / track
iPhone logged voice events
Miramar-area logged DB clusters
University Dr logged DB clusters

SNR: โ—<6 โ—6-15 โ—15-25 โ—25-35 โ—>35
โ–ฒ Bearing arrows/lines = schematic aggregate estimates toward 39 Toledo Ct
August/September: one map arrow per model-label count. Red/orange colors and ring placement are illustrative; no recorded location, distance, bearing, or persistent identity is implied.
iPhone overlays use recorded device/log GPS coordinates where available; DB clusters include Miramar-area and University Dr corridor logged coordinates
Not biometric ID, fingerprint capture, proof of intent, or physical proximity proof

Escalation Trend โ€” Max Speakers & Avg EXTREME% Per Day