LIVE RESEARCH PROTOTYPENOT FOR CLINICAL DIAGNOSIS

05 / Playground

Listen. Then inspect.

Drop a short recording into the research surface and see how a prototype prediction is assembled.

LIVE RESEARCH SURFACE v0.3
MODEL READY
02 / Analysis console

DP62_COPD_EW_PLM_53_M.wav

COPD / wheeze · reference recording

Reference signal selected · ready to analyzeREADY
5.0 SEC · 16 KHZ
00:00Inspiration / expiration00:05
Listen to signal
03 / Processing pipelineIDLE
Load audio44.1 kHz
Resample 16 kHzmono
Build spectrogram128 × 96
04Run classifier4 classes
04 / Model controlsCHECKPOINT READY
128features
16ksample rate
4classes
05 / Model output

Wheeze

86%
Normal8%
Wheeze86%
Crackle11%

A musical, narrow-band pattern that persists across the breath.

06 / Explainability

Why this output?

spectral bandevent timingtonal continuity

Continuous tonal bands. The highlighted cues are research signals, not a clinical diagnosis.

07 / Recent runs0/3

Run a sample to create a local analysis trail.

RESEARCH DEMONSTRATION · NOT FOR DIAGNOSISNo upload leaves this browser
SHWASA · RESPIRATORY ACOUSTIC INTELLIGENCEOPEN METHODS / INSPECTABLE OUTPUTS