Listen to a clip, then score it against the learned baseline. Normal valves click strongly and regularly — failing ones click weakly or erratically. Hear it first, then let the engine agree with you.
Held-out normal clips
Suspect clips
Session
0clips scored
0flagged anomalous
0.50verdict threshold
Latest verdict
Score a clip to see its waveform, spectrogram and verdict.
Monitoring agent
The agent watches the event stream and posts observations here.