# GM SongBench: GlitchMob Time

Generated: 2026-10-06T19:57:07Z
Schema: `gm-songbench/v0.4`
SongBench status: `album_wide_v0.4_read_only_packet`
Freshness version: `songbench-v0-4-glitchmob-time-full-coverage-2026-10-06-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: `2026-10-06T19:57:07Z`
- Album run id: `2026-10-06T19:57:04Z`
- JSON source of truth: `/glitchmob-time/songbench/glitchmob-time.v0.4.json`
- Stable JSON alias: `/glitchmob-time/songbench/glitchmob-time.json`
- Markdown mirror: `/glitchmob-time/songbench/glitchmob-time.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_m4a: `33cbf5fef7db89ae00e7a222e9ade1e958b6abb58c755466376d769fd59fbe25` (/assets/albums/glitchmob-time/audio/glitchmob-time.m4a)
- waveform_png: `a066ca09f81b3d3dc137cd805e9fa4e0b38ac5271bf73d543157aad4caedb099` (/assets/albums/glitchmob-time/songbench/glitchmob-time-waveform.png)
- spectrogram_png: `2a16a9291940d6eea399ad1a6deafa4f656122c4ecb0a1a9cdd1a8b73bef4b46` (/assets/albums/glitchmob-time/songbench/glitchmob-time-spectrogram.png)
- loudness_envelope_csv: `5c17fc8d0744afb3eed28f10de971751db5069717b6e066d90a19328eb617dbd` (/assets/albums/glitchmob-time/songbench/glitchmob-time-loudness-envelope.csv)
- lyrics_txt: `2f1f1d9748b1061e8cc96b0446913868482039fb6c4d1e22b6686a68c6c9afb8` (/assets/albums/glitchmob-time/lyrics/glitchmob-time.txt)

## Canonical Placement

- Album: GlitchMob Time (`glitchmob-time`)
- Track number: 1
- Status: source-verified
- Audio: `/assets/albums/glitchmob-time/audio/glitchmob-time.m4a`
- Lyrics: `/assets/albums/glitchmob-time/lyrics/glitchmob-time.txt`
- Packet type: `anatomy_provenance_packet`
- Canon status: `source-verified`
- Edit authority: SongBench is not an edit order. It can advise; Kerry's explicit canon instruction controls.

## Human Ear Seed

- Kerry read: No human listening judgment was supplied for this packet.
- Diana read: -
- Album role: Artistic album role has not been evaluated.
- Known concern: No subjective defect judgment is available. Machine diagnostics are evidence prompts only; human listening controls.
- Why this track matters: The source ledger lists GlitchMob Time in GlitchMob Time slot 1.

No subjective listening evaluation is included in this packet.


## Audio Facts

- Duration: 04:58.560 (298.56 seconds)
- Codec: opus
- Sample rate: 48000 Hz
- Channels: 2
- Bit rate: 131418 bps
- SHA256: `33cbf5fef7db89ae00e7a222e9ade1e958b6abb58c755466376d769fd59fbe25`

## Measured Dynamics

- peak_dbfs: -0.885
- rms_dbfs: -13.88
- crest_factor_db: 12.995

## Tempo Estimate

- BPM: 141
- Method: rough RMS-onset autocorrelation over mono downmix
- Confidence: rough

## AI Ear Translation

- Source-ledger context: The source ledger lists GlitchMob Time in GlitchMob Time slot 1.
- Album role: Artistic album role has not been evaluated.
- The audio packet should help later reviewers compare waveform energy, section shape, and lyric thesis without depending only on memory.
- Subjective defects have not been evaluated; machine diagnostics are evidence prompts only.

## Evidence Balance

### Evidence the song has a clear album job

- The source ledger lists GlitchMob Time in GlitchMob Time slot 1.
- source status: source-verified
- source audio and lyric files are present and hashed

### Evidence suggesting caution

- no human listening or subjective album-role evaluation was performed for this packet
- 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

- hook, vocal delivery, groove, and artistic album role
- any machine-flagged quiet windows are structure evidence, not automatic edit points
- performance and localized artifacts before making taste or edit judgments

## 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`: source_ledger_scaffolding (curation_context) - Records source-ledger placement without a human listening judgment.

## Memorable Line Anchors

- first_thesis_line: Everybody clear the stage (00:00.000-04:58.560)
- final_identity_line: GlitchMob Time (00:00.000-04:58.560)

## 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

- Approx range: 00:00.000-04:58.560
- First line: Everybody clear the stage
- Last line: GlitchMob Time
- Timing confidence: low_proportional_lyrics_only

## Quiet / Edit Boundary Candidates

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

- 00:00.750 (0.75s), RMS -23.256 dBFS, category `intro_silence`, edit_candidate=false: intro or setup silence
- 00:02.750 (2.75s), RMS -21.55 dBFS, category `intro_silence`, edit_candidate=false: intro or setup silence
- 00:03.750 (3.75s), RMS -21.764 dBFS, category `intro_silence`, edit_candidate=false: intro or setup silence
- 00:05.750 (5.75s), RMS -21.903 dBFS, category `intro_silence`, edit_candidate=false: intro or setup silence
- 00:32.750 (32.75s), RMS -21.671 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 00:36.250 (36.25s), RMS -21.648 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 00:38.250 (38.25s), RMS -21.213 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 00:43.250 (43.25s), RMS -21.634 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 00:49.750 (49.75s), RMS -21.165 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 00:54.750 (54.75s), RMS -22.046 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 03:33.750 (213.75s), RMS -22.244 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 04:56.750 (296.75s), RMS -22.282 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.


### Groove / Pocket

- Rough tempo and dynamics only; pocket is a human-ear judgment until beat-grid analysis exists.
- Tempo proxy BPM: 141

### 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: 04:48.000-04:56.000 at -9.225 dBFS.
- Quietest 8-second region by RMS proxy: 04:56.000-04:58.560 at -24.747 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, GMT slot 01, audio file, and lyric file unless Kerry explicitly reopens the track.

## Public Assets

- JSON: `/glitchmob-time/songbench/glitchmob-time.json`
- Versioned JSON: `/glitchmob-time/songbench/glitchmob-time.v0.4.json`
- Markdown: `/glitchmob-time/songbench/glitchmob-time.md`
- Versioned Markdown: `/glitchmob-time/songbench/glitchmob-time.v0.4.md`
- Waveform: `/assets/albums/glitchmob-time/songbench/glitchmob-time-waveform.png`
- Spectrogram: `/assets/albums/glitchmob-time/songbench/glitchmob-time-spectrogram.png`
- Loudness CSV: `/assets/albums/glitchmob-time/songbench/glitchmob-time-loudness-envelope.csv`