CarWhisper

Research operations · recording harvest

Turn useful recordings into traceable evidence.

A live, public view of the bounded harvest pipeline: what has been found, what has passed review, and which cleared clips are ready for research use.

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Aggregate live progress

What the harvest has cleared, and what still needs a decision.

This page refreshes from the public research endpoint every 30 seconds. Counts are intentionally aggregate; they are not a dump of queue, storage, or worker internals.

Loading the public harvest snapshot.

Publication progress

Waiting for the first snapshot

Published —Target —24h additions —
Published clipsReviewed, distributable derivatives with a public CDN URL.
Rights-cleared candidatesRights evidence and attribution are available for release review.
Candidates discoveredDiscovery is not the same as permission to download or redistribute.
Added in 24 hoursNew public aggregate additions since the rolling 24-hour cutoff.

Coverage map

Follow the evidence across source, stage, fault, and capture mode.

Each board is a bounded summary of public records. Missing rows are shown as an empty state instead of being inferred from private queue data.

01 / SOURCE

Where recordings came from

Waiting for source coverage.

02 / STAGE

How far they have moved

Waiting for stage coverage.

03 / FAULT

Which fault families are represented

Waiting for fault coverage.

04 / CAPTURE

Where the sound was captured

Waiting for capture coverage.

Worker freshness

Is the public pipeline still moving?

The board reports safe freshness summaries only. It never exposes worker IDs, hostnames, leases, storage paths, or raw failure details.

Waiting for worker freshness.

Freshness is a health signal, not a guarantee that a clip is correct. Rights, labels, and derivatives remain separate review decisions.

Latest cleared clips

Small samples with a provenance trail.

Audio controls appear only for public CDN derivatives. Every clip keeps its source, license, and attribution visible beside the player.

Waiting for rights-cleared clips.

A published clip is research evidence, not a diagnosis or proof that a sound identifies one component. Audio alone cannot establish roadworthiness.