Moorix Science · No. 01

The Physics of
Silence & Sound.

Why the sound your blood makes has defined blood pressure for 120 years — and how a machine finally learned to hear it.

Korotkoff, Explained · Reading time about 8 minutes · Moorix, London

01

The Sound Your Blood Makes

Place a stethoscope over the artery of an arm with a cuff inflated above systolic pressure, and you hear nothing. The artery is squeezed shut. Now let the cuff deflate slowly. At a precise pressure, a faint, rhythmic tapping appears — blood forcing its way back through a partially closed vessel, turbulence striking the arterial walls.

That tapping is the Korotkoff sound. Each occurrence is brief — roughly 20 to 60 milliseconds — with a fundamental frequency between 16 and 50 Hz. Almost all of its acoustic energy sits between 20 and 300 Hz: the band where human hearing is least sensitive. The most important sound in cardiovascular medicine is, by design, nearly inaudible.

The most important sound in medicine is one most people have never heard.

02

Five Phases, Two Numbers

In 1905, the Russian physician Nikolai Korotkoff described five phases in these sounds as the cuff deflates. They map directly onto the two numbers every blood-pressure reading is made of:

K1 — the first tapping: systolic pressure, the moment blood re-enters the arm. K2 — a turbulent murmur. K3 — the sound turns crisp and louder. K4 — it muffles. K5 — the sound disappears altogether: diastolic pressure, the artery finally resting open.

The fifth phase is the decisive one. International practice records diastolic pressure at the disappearance of the sound — and disappearance, unlike appearance, has no crisp edge. It fades.

Select a phase to hear its character — synthesised demonstration, not a clinical recording

Cuff pressure declining during linear deflation, with Korotkoff sounds riding the pressure trace between SBP at K1 and DBP at K5
Fig. 1 — One deflation, one reading. Cuff pressure falls at a controlled 2–4 mmHg per second. The Korotkoff sounds appear between the two markers: systolic at the first sound (K1), diastolic where the sounds disappear (K5). Everything Beat 1 does is aimed at finding those two moments honestly.Image © 2026 AOJ Medical. All rights reserved.

03

Why the Clinic Never Left It

Electronic monitors have existed since the 1970s. Yet every major validation standard — AAMI, ESH, and today's ISO 81060-2 — still defines accuracy by comparison against a human listener with a stethoscope and a mercury column.

That is not nostalgia. It is because the listener is the reference: the ear hearing the Korotkoff sound is what "true" blood pressure means in these protocols. The clinic never left the method, because nothing else had earned its place.

AAMI · ESH · ISO 81060-2 reference method

04

The Ear That Couldn’t Be Copied

If a trained ear is the reference, why not simply record what it hears and let software decide? Three obstacles stood in the way for a century.

Loudness is perceptual. A microphone measures pressure; a listener judges loudness. Between 20 and 300 Hz, perceived loudness falls far below measured energy — and changes with frequency. A machine that amplifies the signal without modelling the ear will chase energy the ear never hears, and miss sounds the ear never misses.

The room is not silent. Clothing rustles, cuffs creak, a hand shifts. The listening must be weighted toward what matters and away from what does not — the same problem broadcast engineers solved with perceptual loudness standards.

The tail submerges. The final Korotkoff sounds do not stop; they sink into the pulse itself. There is no threshold below which the sound is "gone" — only a judgement, made the way a trained listener makes it.

A-weighting, K-weighting and ERB bandwidth curves across frequency, with the 20 to 300 Hz Korotkoff band highlighted in the region of lowest hearing sensitivity
Fig. 2 — Where the sound lives. The Korotkoff band sits where human hearing is least sensitive. Beat 1 weighs every sound through A-weighting (IEC 61672-1) and K-weighting (ITU-R BS.1770), with an equal-loudness-band model (ISO 532) — hearing the way a listener hears, before any judgement is made.Image © 2026 AOJ Medical. All rights reserved.

05

How We Taught a Machine to Listen

Beat 1 does not hand the problem to software and hope. Its signal chain is analog-first: the sound is conditioned, filtered and shaped into its envelope entirely in hardware, before the processor sees anything. The processor’s only job is the final determination — by transparent, published rules.

Sense

MEMS microphone + cuff pressure sensor

Synchronised to the millisecond

Condition

Preamp + band-pass 20–300 Hz

Analog domain, zero latency

Shape

Rectify → envelope integrate

RC network forms the sound’s contour

Characterise

Higher-order derivative features

Onset, crest, decay of each phase

Determine

Rule-based phase judgement

Transparent — no black box

Low power · no cloud · no hidden model — the listening is honest by construction

The decisive module is the one at the end: tail-phase detection. Where earlier attempts waited for an absolute quiet that never cleanly arrives, Beat 1 evaluates the distribution of residual sound energy across the tail of the measurement — separating a true disappearance of the Korotkoff sound from a sound that merely went quiet. It is the machine's equivalent of a trained ear deciding there: that is where the artery opened.

Measured raw acoustic signal above and its filtered envelope below, across one full cuff deflation
Fig. 3 — One measurement, two views. Top: the raw acoustic signal, dominated by the pulse. Bottom: the analog envelope Beat 1 actually judges. Individual Korotkoff events rise, crest and decay — until the tail, where the envelope's residual energy is evaluated as a distribution rather than a threshold. That is where diastolic pressure is found.Measurement trace © 2026 AOJ Medical. All rights reserved.

06

How It Will Be Proven

An honest claim about the gold standard must be tested the way the gold standard is tested. Beat 1 is undergoing a validation programme per ISO 81060-2, measured side-by-side against mercury sphygmomanometry with trained observers.

The acceptance criteria are the clinical ones: a mean difference within ±3 mmHg and a standard deviation within ±5 mmHg, across low, normal and high pressure ranges. The programme is in progress. We will publish the outcome when it concludes.

Validation programme in progress · data pending

07

Three Ways to Measure

Every blood-pressure technology belongs to one of three families. They are not competitors on a spec sheet — they are different answers to a different question: estimate, listen, or both.

Oscillometric Clinical Auscultation Electronic Korotkoff
Principle Estimates from pressure waves A trained ear hears the Korotkoff sound The determination logic of the clinic, in electronics
Judgement Fitted algorithm — a model of a population The listener’s experience and alertness Transparent rules — objective, repeatable
Compute Modest A human A microcontroller — no cloud, no black box
Record A number only None The measurement recorded, and playable back
Place The home The clinic The reference method, at home

Categories, not brands. Oscillometric monitors remain a reliable estimation technology; Beat 1 exists because estimation and hearing are not the same thing.

08

Questions, Answered Plainly

Is my current monitor wrong? Open +

No. Oscillometric monitors are a dependable estimation technology, and for most people most of the time they serve well. Beat 1 exists because estimation and hearing are not the same thing — it returns the determination logic of the clinical reference to the home, for those who want it.

Can I diagnose myself with the playback feature? Open +

No. Playback replays the sounds recorded during your measurement — it is a record, not a diagnostic instrument. If a reading concerns you, take it to a clinician.

Do my readings leave the device? Open +

Not unless you choose to sync. Beat 1 determines everything on-device: no cloud model, no hidden processing. Privacy is the default, not a setting you have to find.

Why has this taken 120 years? Open +

Because the hard part is not hearing the sound — it is knowing when it has ended. The tail of the Korotkoff sequence submerges into the pulse, and judging that silence perceptually, in electronics, at low cost, is what had never been solved. That is the problem we spent three years on.

When can I have one? Open +

Beat 1 is completing its ISO 81060-2 validation programme. Join the waitlist and we will write when it is ready — nothing more, nothing sooner.

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