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Workflow Playbook

FLAC/WAV Source Screening and Evidence Handoff

Screen suspected lossless audio, inspect spectral and integer-bit evidence, use reference comparisons only when justified, and deliver a traceable review without claiming authenticity.

Start here

New to this workflow? Follow the steps in order, starting with the first tool below. Already know what you need? Jump straight to the matching step — every tool in this workflow is listed in the comparison table.

First tool: File Hash Verifier

Hubs

Tools in this workflow, compared

ToolWhat it doesCategory
File Hash VerifierCalculate MD5/SHA1/SHA256 hash values for files and verify against expected hashesUtilities
Media Metadata to JSONExtract audio/video metadata as JSON with ffprobe.Media
Lossless Audio Authenticity CheckerLocally screen FLAC and WAV for persistent spectral cutoffs. Inspect evidence, not a promise of authenticity.Media
Audio Spectrogram GeneratorGenerate a spectrogram image from an audio file or a video audio trackMedia
Bit Depth Analyzer

Hubs

Continue with adjacent topic clusters

Inspect container precision and per-channel integer low-bit occupancy; download an offline ZIP report.
Media
Codec Artifact DetectorCompare an original master with its lossy encode and flag pre-echo, transient smearing, bandwidth loss and stereo damage, with per-event timestamps.Media
Audio Null TestCompare two audio files by direct sample subtraction and export residual measurements.Media
JSON Diff VisualizerCompare two JSON payloads and render a visual HTML diff with path-level additions, removals, changes, and statisticsDevelopment

Preserve a claim that can actually be reviewed

This workflow is for collectors, editors and library maintainers reviewing a received FLAC/WAV. Record the supplier's claim separately from facts measured in the file. Keep the original, its SHA-256, acquisition notes and intended use. A matching hash identifies bytes, not authorship, recording history or a trustworthy master. Probe metadata only if uploading is permitted; declared codec and depth describe the current file, not its ancestors.

Screen the original locally

Open the supported original in the local checker without conversion. Limits are 100 MiB, 60 minutes, mono/stereo and 8–192 kHz. Native FLAC needs known length, metadata at most 2 MiB and blocks at most 16,384 samples; RF64 is unsupported. A rejected format is not evidence of lossy origin. The server endpoint runs synthetic demos only and must not receive your recording.

Save the PNG and JSON with settings and revision. Up to 384 evenly spaced 8192-sample Hann windows are inspected; reported coverage is sampled duration, not confidence. A persistent sharp cutoff can follow legitimate filtering, an older master or sample-rate conversion. Silence, tones, short material and low rates may provide insufficient evidence. A clean label cannot exclude gradual rolloffs, high-bitrate encodes or edits between sampled windows.

Follow clues without modifying evidence

If authorized, inspect a time-frequency spectrogram and listen around suspected transitions in a separate player at safe volume. Record the timestamp and whether the clue persists or is local to an instrument or section. Different scales and windows can change the picture; do not force a universal cutoff threshold or equate darkness with compression.

The integer bit analyzer accepts PCM/FLAC up to 100 MiB and 180 seconds, mono/stereo at 8–96 kHz. Float and lossy inputs are not applicable, and silent channels are indeterminate. Low zero bits describe occupancy, not historical recording depth or ENOB; processing and dither can occupy low bits. For longer recordings prepare separately identified excerpts externally, retaining offsets and untested ranges. Do not silently claim a short excerpt covers the whole file.

Use a reference only when its role is known

No trusted reference means no reference-based verdict. The codec artifact tool compares a known original master with its lossy encode; it does not authenticate an arbitrary FLAC by being given an unrelated release. Inspect alignment, event timestamps and listening evidence. Its energy indicators are not a perceptual certificate.

Null testing is a separate sample-equality question. Inputs must be at most 30 seconds with identical rates and channel counts; no automatic alignment, gain matching or resampling occurs. Document the integer offset and overlap, compared and excluded frames. Zero residual applies only to compared decoded samples, not all file bytes or recording history. Nonzero residual may reflect gain, timing or a different master, not necessarily lossy coding. Use hashes for byte identity and leave unsuitable comparisons unassessed.

Deliver evidence and an honest decision

Compare prior and new JSON only with matched file identity, settings and report structure. Explain changed parameters instead of ranking verdict labels. Hand off original identities, PNG/JSON, authorized helper reports, listening notes, reference provenance, excerpt mappings and final hashes. Keep private source information in an access-controlled local ledger, not public tool inputs.

Write one bounded conclusion: no obvious traces under this method, investigate specified evidence, or insufficient evidence. List what would resolve uncertainty, such as the supplier's original master or export history. Do not denoise, upsample or convert to make provenance appear stronger. Noise/SNR intake, DSP regression and codec-delivery preflight belong to the related workflows; none turns this screen into authenticity certification.

Before you start

  • Preserve authorized originals, claimed source, reviewer and intended use; do not resample, normalize or transcode to improve a result.
  • The local checker accepts supported FLAC or PCM/float RIFF WAV up to 100 MiB, 60 minutes, 8–192 kHz and mono/stereo; other tools have separate limits.
  • Use server-based helpers only with upload permission. Prepare an optional independently trusted reference and sanitized prior reports; absence of a reference must remain explicit.

Workflow playbook

Deliver a bounded source review, not a certificate of genuine lossless history

  1. 1

    Freeze identity and format

    Hash the original and record metadata only when upload is authorized.

  2. 2

    Screen locally and export evidence

    Keep native-rate analysis, save PNG/JSON and record active windows, coverage and warnings.

  3. 3

    Inspect spectral and bit evidence conditionally

    Use a spectrogram for time-local clues and integer bit analysis only on supported inputs; record excerpts and listening notes.

  4. 4

    Compare only suitable references

    Use a known master/encode pair for codec clues or justified matched excerpts for null testing; otherwise mark this branch unassessed.

  5. 5

Choose the right path

Local-only or authorized upload?

The checker analyzes browser-local files; metadata, spectrogram, bit analysis and comparison helpers may upload audio. Stop those branches if upload is not authorized.

Is a reference comparison defensible?

Use the codec detector for an actual master/known lossy encode pair. Null testing needs matching rates/channels and documented alignment; unrelated editions are not substitutes.

Investigate or retain uncertainty?

A sharp edge prompts review, not a fraud finding. No obvious traces does not prove provenance; unsupported or weak evidence stays inconclusive.

Done when

  • Original identities, format, claimed source, settings, analyzed coverage and any excerpt offsets are recorded without altering the original.
  • Spectral findings retain warnings and alternative explanations; integer bit occupancy is not called original recording depth.
  • Optional comparisons document reference identity, applicability, alignment and excluded samples; skipped checks and listening observations are explicit.
  • Final PNG/JSON and helper reports have SHA-256, explained revisions and a named reviewer; conclusions distinguish no obvious traces, investigate and insufficient evidence.
Hub

Recording Intake QC: Noise Changes, SNR and Bit-Depth Review

Preserve incoming recordings, inspect low-level changes, estimate SNR only with a valid noise reference and review integer bit occupancy before handing off a traceable intake decision.

Hub

Audio Processing Regression Tests: Null, Distortion and Report Handoff

Compare a fixed audio reference with separately processed outputs, document null-test coverage and suitable single-tone THD results, and deliver a reviewed regression record with files and hashes.

Hub

Audio Master Lossy Codec Preflight and Delivery Checks

Preview a finished master through lossy encoding, inspect decoded peak and loudness changes, adjust only when necessary, and verify the exact final MP3, AAC or Opus delivery file.

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Reconcile reports and hand off

Compare like-for-like JSON revisions, explain changed settings and hash the final evidence package.

Utilities

File Hash Verifier

Calculate MD5/SHA1/SHA256 hash values for files and verify against expected hashes

Media

Media Metadata to JSON

Extract audio/video metadata as JSON with ffprobe.

Media

Lossless Audio Authenticity Checker

Locally screen FLAC and WAV for persistent spectral cutoffs. Inspect evidence, not a promise of authenticity.

Media

Audio Spectrogram Generator

Generate a spectrogram image from an audio file or a video audio track

Media

Bit Depth Analyzer

Inspect container precision and per-channel integer low-bit occupancy; download an offline ZIP report.

Media

Codec Artifact Detector

Compare an original master with its lossy encode and flag pre-echo, transient smearing, bandwidth loss and stereo damage, with per-event timestamps.

Media

Audio Null Test

Compare two audio files by direct sample subtraction and export residual measurements.

Development

JSON Diff Visualizer

Compare two JSON payloads and render a visual HTML diff with path-level additions, removals, changes, and statistics

Utilities

File Hash Verifier

Calculate MD5/SHA1/SHA256 hash values for files and verify against expected hashes