# GM SongBench: All At Once

Generated: 2026-06-16T06:22:29Z
Schema: `gm-songbench/v0.4`
SongBench status: `album_wide_v0.4_read_only_packet`
Freshness version: `songbench-v0-4-cw-full-coverage-2026-06-16-v1`

> This is an AI-facing artifact packet. Do not treat it as an edit order. Use JSON as source of truth. Human canon decisions override analysis.

GM SongBench turns audio into structured musical evidence. It does not replace taste; it records evidence around taste so later AI readers can reason about what the ear heard.

## Self Verification

- Expected schema: `gm-songbench/v0.4`
- Generated at UTC: `2026-06-16T06:22:29Z`
- Album run id: `2026-06-16T06:22:02Z`
- JSON source of truth: `/captain-white/songbench/all-at-once.v0.4.json`
- Stable JSON alias: `/captain-white/songbench/all-at-once.json`
- Markdown mirror: `/captain-white/songbench/all-at-once.v0.4.md`
- Required top-level fields: schema, schema_slug, generated_at, ai_reader_note, songbench_status, pilot_lineage, self_verification, canon_control, track, audio, analysis, diagnostics, content_hashes
- Required diagnostics: chorus_landing_band_legend, chorus_landing, groove_pocket, section_drag, label_infection_scan
- Stale-read warning: If the stable URL and versioned URL disagree, prefer the newest versioned JSON path and report the stale surface.
- Original v0.4 pilot track: Zuman
- Current track is original pilot: false

## Content Hashes

- audio_mp3: `8144fc02ef9a2fc20a87ef77767f9d2676fa5e42fa3c24b5d40942e10d373ff6` (/assets/albums/captain-white/audio/all-at-once.mp3)
- waveform_png: `01e813d245cd8bd7bdba11e6036935c0ad1e59be3a273d1d418f9df13d1e2526` (/assets/albums/captain-white/songbench/all-at-once-waveform.png)
- spectrogram_png: `4597c2682aa8f448d567bff4adbb39fcc56d5caa1f76f519eb585d2e926bb71d` (/assets/albums/captain-white/songbench/all-at-once-spectrogram.png)
- loudness_envelope_csv: `f59c8ff8f34bc134bf8c4a05a9b27c9a28be548b7b9dec6a21958b20b001db11` (/assets/albums/captain-white/songbench/all-at-once-loudness-envelope.csv)

## Canonical Placement

- Album: Captain White (`captain-white`)
- Track number: 12
- Status: locked
- Audio: `/assets/albums/captain-white/audio/all-at-once.mp3`
- Lyrics: `/assets/albums/captain-white/lyrics/all-at-once.txt`
- Packet type: `anatomy_provenance_packet`
- Canon status: `album_locked`
- Edit authority: SongBench is not an edit order. It can advise; Kerry's explicit canon instruction controls.

## Human Ear Seed

- Kerry read: All At Once is locked in Captain White slot 12; this packet records read-only album-facing evidence.
- Diana read: -
- Album role: Compression track: the consequences arrive together instead of politely sequencing themselves.
- Known concern: No localized defect is asserted by this packet. Machine diagnostics are evidence prompts only; human listening controls.
- Why this track matters: Compression track: the consequences arrive together instead of politely sequencing themselves.

What makes it land:

- Compression track: the consequences arrive together instead of politely sequencing themselves.
- Its SongBench packet documents measured audio evidence around the locked album placement without changing canon.
- Its lyric-section map is navigational scaffolding until hand-aligned lyric/audio sync exists.

## Audio Facts

- Duration: 06:11.600 (371.599979 seconds)
- Codec: mp3
- Sample rate: 48000 Hz
- Channels: 2
- Bit rate: 184363 bps
- SHA256: `8144fc02ef9a2fc20a87ef77767f9d2676fa5e42fa3c24b5d40942e10d373ff6`

## Measured Dynamics

- peak_dbfs: 1.793
- rms_dbfs: -13.799
- crest_factor_db: 15.592

## Tempo Estimate

- BPM: 104
- Method: rough RMS-onset autocorrelation over mono downmix
- Confidence: rough

## AI Ear Translation

- Human/canon call: All At Once is locked in Captain White slot 12; this packet records read-only album-facing evidence.
- Album role: Compression track: the consequences arrive together instead of politely sequencing themselves.
- The audio packet should help later reviewers compare waveform energy, section shape, and lyric thesis without depending only on memory.
- No localized defect is flagged in this read-only packet; treat this as album anatomy, not an edit order.

## Evidence Balance

### Evidence the song has a clear album job

- locked Captain White slot 12
- Compression track: the consequences arrive together instead of politely sequencing themselves.
- included in the current Captain White sequence with audio and lyrics present

### Evidence suggesting caution

- lyric timing is proportional only and should not be treated as verified sync
- machine diagnostics cannot judge vocal confidence, pocket, performance magic, or final taste value
- this is a read-only analysis packet and must not be treated as a request to edit audio, lyrics, title, or order

### Human listening should verify

- the hook and vocal delivery support the stated album role
- any machine-flagged quiet windows are structure evidence, not automatic edit points
- the track feels like a song first and archive/provenance second

## Field Source Classification

- `audio, analysis.dynamics, analysis.tempo_estimate, analysis.energy_regions_8s, analysis.quiet_windows, visual_summary_words`: audio_measured (derived_rough) - Extends AI hearing with measured audio proxies.
- `diagnostics.chorus_landing`: audio_measured_plus_section_scaffolding (rough_rms_proxy) - Uses approximate lyric sections plus RMS envelope; useful for questions, not verdicts.
- `lyric_section_map, memorable_line_anchors`: lyric_structural_scaffolding (proportional_estimate) - Helps navigation but is not verified audio alignment.
- `canon_control, human_ear_seed, evidence_clear_album_job, ai_ear_translation`: human_canon_scaffolding (curation_context) - Anchors machine evidence to Kerry/canon context.

## Memorable Line Anchors

- first_thesis_line: They came down sweet from the burning sky (00:00.000-00:37.848)
- hook_line: All at once (01:08.815-01:53.544)
- turn_line: There are men who build walls (03:53.970-04:49.022)
- final_identity_line: Captain White ate the problem all at once (05:33.752-06:11.600)

## Lyric Section Map

Timing confidence: `proportional_estimate`. These ranges are rough proportional anchors until hand-aligned timestamps exist.

Confidence ladder: proportional_estimate -> section_level_hand_alignment -> line_level_hand_alignment -> verified_lyric_audio_sync

### Verse 1

- Approx range: 00:00.000-00:37.848
- First line: They came down sweet from the burning sky
- Last line: Captain White opened his eyes at dawn
- Timing confidence: low_proportional_lyrics_only

### Pre-Chorus

- Approx range: 00:37.848-01:08.815
- First line: He said
- Last line: Then the ending is one
- Timing confidence: low_proportional_lyrics_only

### Chorus

- Approx range: 01:08.815-01:53.544
- First line: All at once
- Last line: Captain White ate the problem all at once
- Timing confidence: low_proportional_lyrics_only

### Verse 2

- Approx range: 01:53.544-02:38.274
- First line: The Gummy King roared from his throne in the clouds
- Last line: In the appetite
- Timing confidence: low_proportional_lyrics_only

### Pre-Chorus

- Approx range: 02:38.274-03:09.241
- First line: He said
- Last line: For the sake of us all
- Timing confidence: low_proportional_lyrics_only

### Chorus

- Approx range: 03:09.241-03:53.970
- First line: All at once
- Last line: Captain White ate the problem all at once
- Timing confidence: low_proportional_lyrics_only

### Bridge

- Approx range: 03:53.970-04:49.022
- First line: There are men who build walls
- Last line: What could save them again
- Timing confidence: low_proportional_lyrics_only

### Final Chorus

- Approx range: 04:49.022-05:33.752
- First line: All at once
- Last line: Captain White ate the problem all at once
- Timing confidence: low_proportional_lyrics_only

### Outro

- Approx range: 05:33.752-06:11.600
- First line: And when it was over
- Last line: Captain White ate the problem all at once
- Timing confidence: low_proportional_lyrics_only

## Quiet / Edit Boundary Candidates

These are machine-detected quiet windows only. Confirm by ear before any edit.

- 00:04.750 (4.75s), RMS -21.95 dBFS, category `intro_silence`, edit_candidate=false: intro or setup silence
- 00:13.250 (13.25s), RMS -18.756 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 01:07.250 (67.25s), RMS -18.273 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 03:41.250 (221.25s), RMS -18.788 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 03:44.250 (224.25s), RMS -18.288 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 03:56.250 (236.25s), RMS -18.414 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 04:24.250 (264.25s), RMS -18.879 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 04:26.750 (266.75s), RMS -19.745 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 05:36.250 (336.25s), RMS -68.729 dBFS, category `possible_splice_point`, edit_candidate=true: deep local quiet point; potential boundary only if the track is reopened
- 05:48.750 (348.75s), RMS -18.705 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 05:50.750 (350.75s), RMS -19.099 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 06:11.250 (371.25s), RMS -98.446 dBFS, category `ending_fade_or_silence`, edit_candidate=false: ending fade/silence region

## Diagnostics

### Chorus Landing

Band legend:

- within_noise: abs(delta) < 0.75 - RMS difference is too small to treat as a meaningful lift/drop proxy.
- modest_lift: 0.75 <= delta < 2.0 - RMS proxy suggests a small lift into the chorus.
- notable_lift: delta >= 2.0 - RMS proxy suggests a clear energy lift into the chorus.
- modest_drop: -2.0 < delta <= -0.75 - RMS proxy suggests a small drop entering the section.
- notable_drop_or_fade: delta <= -2.0 - RMS proxy suggests a clear drop, often requiring fade/context caveats.

- Chorus (01:08.815-01:53.544): hook `All at once`, energy_lift_band=modest_lift, rough_db=1.4, confidence=rough_rms_proxy; Banded RMS change near the chorus/drop landing; does not judge vocal confidence or hook feel.
- Chorus (03:09.241-03:53.970): hook `All at once`, energy_lift_band=within_noise, rough_db=-0.7, confidence=rough_rms_proxy; Banded RMS change near the chorus/drop landing; does not judge vocal confidence or hook feel.
- Final Chorus (04:49.022-05:33.752): hook `All at once`, energy_lift_band=modest_drop, rough_db=-1.8, confidence=rough_rms_proxy; Banded RMS change near the chorus/drop landing; does not judge vocal confidence or hook feel. Caveat: This window overlaps the ending fade; do not read a negative band as a weak-chorus verdict.

### Groove / Pocket

- Rough tempo and dynamics only; pocket is a human-ear judgment until beat-grid analysis exists.
- Tempo proxy BPM: 104

### Section Drag

- Flags long proportional sections only; it cannot decide whether a bridge or outro has earned its length.

### Label Infection Scan

- Status: no_obvious_label_infection_detected
- Known artifact class: sung stage direction / speaker label / call-response label infection

## Visual Summary In Words

- Loudest 8-second region by RMS proxy: 01:20.000-01:28.000 at -11.619 dBFS.
- Quietest 8-second region by RMS proxy: 06:08.000-06:11.600 at -57.233 dBFS.
- Waveform and spectrogram images should be read as supporting evidence for section density, energy ramps, and unusual transients, not as final taste judgments.

## Current Edit Triage

- Current action: no edit requested for this track.
- Use quiet_windows as future splice/crop candidate evidence only after human listening confirms a local defect.
- Preserve title, CW slot 12, audio file, and lyric file unless Kerry explicitly reopens the track.

## Public Assets

- JSON: `/captain-white/songbench/all-at-once.json`
- Versioned JSON: `/captain-white/songbench/all-at-once.v0.4.json`
- Markdown: `/captain-white/songbench/all-at-once.md`
- Versioned Markdown: `/captain-white/songbench/all-at-once.v0.4.md`
- Waveform: `/assets/albums/captain-white/songbench/all-at-once-waveform.png`
- Spectrogram: `/assets/albums/captain-white/songbench/all-at-once-spectrogram.png`
- Loudness CSV: `/assets/albums/captain-white/songbench/all-at-once-loudness-envelope.csv`