AHAAH Model Explorer

Calibrated frequency-domain approximation of the ARL Auditory Hazard Assessment Algorithm for Humans. Transfer functions and thresholds match published ARL specifications. Adjust parameters to explore how each variable drives ARU.

🔊 Impulse Waveform

Peak Sound Pressure Level 165 dB SPL
Rifle ~165 dB · Pistol ~160 dB · Artillery ~185 dB · Airbag ~170 dB
A-Duration (positive phase) 0.50 ms
Shorter → broader spectrum (more high-freq energy). Peak hazard ~0.2 ms.
B-Duration (total impulse) 2.0 ms
Longer → more low-frequency energy content.

🎚️ Frequency Shaping (dB adjustment)

All 23 basilar membrane frequencies. Red faders = critical damage band (2–6 kHz). Drag to boost/cut dB at each location.
Risk Coefficients — combined ear transfer gain at each BM location. Higher = more dangerous per dB of input. Updates with HPD and warned/unwarned.

🔄 Exposure

Number of Impulses (24 hr) 10

🛡️ Protection & Condition

Hearing Protection (NRR) 0 dB
Foam plugs ~29 · Muffs ~25 · Double ~36 · Electronic ~22
Ear Condition
Warned: Stapedius pre-contracts (~20 dB low-freq atten per ARL). Controversial.

💡 Optimization Tips

📊 Auditory Risk Assessment

0
Auditory Risk Units (ARU)
SAFE
0 ARU 200 (Daily Limit) 500 (Occasional Limit)

🔗 Signal Pipeline

Free Field
165 dB
After HPD
165 dB
Middle Ear
160 dB
Cochlea
155 dB
Peak BM
3.2 μm
Single-impulse ARU
× Number of impulses
Predicted threshold shift (CTS)
Peak damage frequency

ARU contribution at each of the 23 basilar membrane locations. The peak location determines total single-impulse ARU. The risk multiplier (rightmost column) shows how much the ear's combined transfer function amplifies each frequency relative to the input — this is the effective weighting coefficient.

Why does ~3-4 kHz dominate? Three factors compound: (1) the ear canal resonance adds ~12 dB gain around 2.7 kHz, (2) the middle ear transfer function peaks near 1-2 kHz, and (3) the cochlea has intrinsic anatomical vulnerability at 3-6 kHz — which is why noise-induced hearing loss classically shows a "4 kHz notch" on audiograms regardless of the noise spectrum.

How the impulse spectrum transforms through each stage of the ear. The gap between the free-field and cochlea curves shows where your protection and ear transfer function are working hardest.

Free-field impulse
After HPD
Ear canal + Middle ear TF
At cochlea (drives ARU)

How much a ±1 unit change in each parameter affects total ARU from current settings.

Parameter−1Current+1Impact

ARU across the full peak SPL range with current settings.

The AHAAH model is an electro-acoustic circuit model of the full human ear developed by the U.S. Army Research Laboratory.

1. Outer Ear

Ear canal resonance adds ~12 dB gain at 2.5-3 kHz. This amplification is a major reason the 3-4 kHz region dominates damage.

2. Middle Ear

Ossicular chain peaks near 1-1.2 kHz (+6 dB/oct below, −8 dB/oct above). Nonlinear annular ligament clips stapes at ~20 μm. Stapedius reflex provides ~20 dB attenuation below 1 kHz when "warned."

3. Cochlea (BM)

Stapes drives a traveling wave along the basilar membrane. WKBJ approximation computes displacement at 23 points (~⅓ octave). Base = high freq, apex = low freq.

4. Damage Rule

At each BM location, upward flexes are tracked — amplitude in microns is squared and summed: ARU = Σ(d²). Maximum across 23 locations is reported. CTS = 26.6×ln(ARU) − 140.1.

5. The 4 kHz Notch

The cochlea has intrinsic vulnerability at 3-6 kHz due to anatomy (blood supply, mechanical tuning). Combined with ear canal resonance, this makes the 3-4 kHz band the dominant damage driver.

6. Frequency & Duration

Short A-durations produce broad spectra (more high-freq energy → more damage). Longer pulses concentrate energy at lower, less damaging frequencies. Suppressors lengthen the pulse and shift energy down.

Disclaimer: Calibrated frequency-domain approximation of the AHAAH algorithm. Transfer functions, stapedius reflex (~20 dB per ARL), annular ligament clipping (~20 μm), and ARU calculation (d² at 23 BM locations, max reported) match ARL-published specifications. Calibrated against published M16 rifle data (~1500-2200 ARU unwarned). Does not replicate the full time-domain electro-acoustic circuit simulation. For official hazard assessment per MIL-STD-1474E, use the certified AHAAH software from ARL DEVCOM.