MUNINN AUDIO INTELLIGENCE

Acoustic Spatial Sensing, Multi-Rate DSP & 3D Metric Scene Reconstruction

STATUS: ONLINE DOMAIN: audio.muninn.life PROBES: 65 REGISTERED CORE: RUST NATIVE (ZERO-GC)
3D Acoustic Metric Room Model
FULLSCREEN DOWNLOAD .GLB
Length:1.91 m
Width:10.00 m
Height:2.80 m
Volume:53.4 m3
RT60:0.35 s
Aperture:0.85m x 2.10m
Live Acoustic Sensing & Analysis LATENCY: 24 ms
KEY ACTIVE

Click or drag audio file here to analyze

Supported: WAV, MP3, OGG, FLAC, M4A (Mono or Stereo)
MCP SSE Endpoint
Engine ready. Connected to local ACP Gateway on port 8000.
Direct API Ingestion:
POST https://audio.muninn.life/v1/spatial/map_acoustic_rooms
POST https://audio.muninn.life/v1/audio/analyze
GET https://audio.muninn.life/mcp/sse (Model Context Protocol stream)
Autonomous Headless AR Compositor & Acoustic Material Science Triad
FPS: 117.7 (CPU NATIVE) EGO-MOTION: LUCAS-KANADE LK STREAM: ZERO-DISK UNIX PIPES
Multi-Archetype Drop Simulator & Acoustic Inversion Lab
Select an object archetype to load its reconstructed 3D mesh, synthesize physical impact acoustics, and trigger AR video compositing.
Active ArchetypeDISPOSABLE LIGHTER
GeometryDual Cylinder (82mm)
Mass / Scale22g (Ultralight)
Resonant Mode7925 Hz
Quality Factor (Q)1228.2
Decay Tau49.3 ms
Restitution & FrictionFloor Laminate
Restitution (e)0.384
Friction (mu)0.39
glTF 2.0 BinaryAsset
Model FileDownload .GLB
PBR MaterialsAmber POM + Steel
CAMERA ANCHOR: LK OPTICAL FLOW STABILIZED | AUDIO: MIXED 3D BINAURAL
Sentinel Dynamic Impulse:
WATCHDOG LISTENING (t >= 5.2s)
ISOLATED 3D BINAURAL FOLEY AUDIO (.WAV) 48 kHz / 16-bit / Woodworth ITD + ILD + RIR

Drop ANY Video Plate Here to Invert (.mp4, .mov)

Instant Blind Acoustic-Kinematic Inversion & GPU-Free Headless AR Composite
Pipeline Ready. End-to-end latency: ~2.0s across all 3 engines.
Acoustic InversionPhysics Probe
CandidateDISPOSABLE LIGHTER
Confidence0.94 (94%)
Drop Height1.50 m
Impact Time3.847 s
Shape ArchetypeHOLLOW THIN SHELL
ARS Material Science64-Byte SoA
Object MaterialCopper / Steel
Substrate FloorLaminate Flooring
Restitution (e)0.384
Friction (mu)0.39
Max Q-Factor1228.2 (Steel Mode)
3D Binaural Spatial Audio FoleyWoodworth ITD / ILD / RIR
ITD Head ModelWoodworth (r=8.75cm, +/-655 us)
Head-Shadow Baffle1-Pole Lowpass (4.5k - 20k Hz)
Sample Format48 kHz / 16-bit Stereo PCM
RIR Room Reverb4-Comb Schroeder (RT60: 0.384s)
Contact TransientsHertzian Half-Sine (tau=0.85ms)
Video Audio MixAAC Dual-Stream Mixed
Dual-Sensor Speed EstimationKalman Consensus
Acoustic ToF (va)5.42 m/s (h=1.50m)
Optical Flow (vo)5.30 m/s (S=Z/f)
Fused Consensus (v)5.40 m/s (2.21% err)
Sensor Agreement94.5% High Confidence
Impact Peak Force42.4 N (Ek = 0.321 J)
Material Co-ValidationBayesian Posterior
Fused ClassCOMPOSITE POM+STEEL
Joint Confidence98.5% DUAL-VALIDATED
Young's Modulus8.96 GPa (Steel Cap)
Shear / Bulk ModulusG = 3.24 GPa | K = 14.2 GPa
Optical Sheen0.88 Blinn-Phong [0.88, 0.45, 0.10]
Acoustic Micro-Doppler Holography & Live StreamSSE STREAM: ACTIVE (30 Hz)
Carrier f07925 Hz
Doppler Shift+124.6 Hz
Micro-Doppler+/- 18.5 Hz
Sound Level60.6 dB SPL
Line-of-Sight v2.36 m/s
Kinetic Energy0.063 J
Physics TierTier3SentinelRest
Vortex Shedding45.3 Hz (St=0.21)
Closed-Loop Parameter Calibration LM CONVERGED
Calibrated Drop Height1.494 m (+/- 0.012 m)
Calibrated Focal Length1200.9 px (+/- 4.8 px)
Restitution (e) Calib0.100 (+/- 0.008)
Friction (mu) Calib0.388 (+/- 0.011)
Residual Discrepancy2.15% (Loss: 0.172)
LM Iterations15 iterations
Acoustic Emission & Structural Metrology KAISER MONITORED
Peak Contact Force42.4 N
Kaiser Threshold38.5 N
Felicity Ratio (FR)0.908
MARSE Energy4.21 uJ
Structural Damage Index0.022 (2.2% Micro-Strain)
Integrity AssessmentELASTIC REBOUND (SAFE)
Stereoscopic Dual-Perspective AR Metrology IPD: 63.0 mm (BICONVEX)
SYNCED
Substrate Acoustic Tomography (AIT) 3 LAYERS PROFILED
Surface Wear & Core8.0mm HDF (Z=2.87 MRayls)
Acoustic Underlayment2.92mm Foam (Z=0.0357 MRayls)
Subfloor Slab Base150.0mm Concrete (Z=8.02 MRayls)
Decoupling Efficiency97.5% (Delta Lw = 20.0 dB)
Quarter-Wave Mode97.5 kHz (B = 414.8 N*m)
Composite Dampingeta = 0.048 (Rayleigh Active)
Wavelet Transient Deconvolution 32 MORLET SCALES
Time Resolution (dt)0.104 ms (Sub-ms Ridge)
Onset Timestamp3.847 s (Transient Apex)
Signal-to-Noise Ratio28.6 dB SNR
Shannon Entropy1.442 nats
Flexural Ridge (185 Hz)tau = 6.49 ms (Mag: 0.997)
Apex Ring (7925 Hz)tau = 0.40 ms (Mag: 0.257)
WebXR 6-DOF AR Passthrough Studio (Headset & Mobile Floor Hit-Test) METRIC SCALE: 1:1
Project physical lighter trajectory with real-time floor hit-test tracking on Quest 3, Vision Pro, or Android ARCore Chrome.
OPEN WEBXR AR VIEWER
Acoustic Micro-Doppler SAR Holography (2D Range-Doppler Tomogram) HOLOGRAM RESOLVED
Range Resolution0.054 m (c / 2B)
Cross-Range Res0.279 m (Doppler Beam)
Synthetic Aperture20.77 m Track
Doppler Centroid249.5 Hz (+/- 3.0 Hz BW)
Reconstructed Box[25.0 x 78.9 x 14.6] mm
Dimensional Error0.76% (Optical Consensus)
16x16 RANGE-DOPPLER HOLOGRAPHIC HEATMAP
Echo-State Network Kinematic Predictor 32 NEURON RESERVOIR
Reservoir DynamicsN=32, rho=0.95, alpha=0.35
Lookahead Horizon10 Frames (333.0 ms)
Tracking Error MSE0.00038 m2
Forecast Rebound Pose[ -0.015, 0.235, 1.800 ] m
Prediction Confidence96.0% Step 1 -> 78.0% Step 10
Aerodynamic Wake & Vortex Shedding TURBULENT WAKE
Flow RegimeTURBULENT (Re = 8905)
Vortex Shedding (St)45.4 Hz (St = 0.21)
Inverted Drag (Cd)0.82 (Rectangular Prism)
Instantaneous Drag Fd0.0288 N (at 5.40 m/s)
Terminal Velocity14.78 m/s (Inferred)
Wake Boundary Layerdelta = 1.32 mm (Hiss: 35.7 dB)
Inverse BEM Surface Radiance & AO 6 FACETS HARMONIZED
Radiated Sound Power3.841 Watts (sigma = 0.0385)
Directivity Index+4.25 dB (64.8% Fwd Bias)
Optical AO Coupling0.845 (Shadow Correlation)
Top Hood Facet (+Y)3892 W/m2 (P = 1267.8 Pa)
Bottom Base Facet (-Y)2253 W/m2 (P = 964.7 Pa)
Front/Rear Facets (Z)230.5 W/m2 (P = 308.5 Pa)
Phonon Scattering & Microfacet Roughness COHERENT PHONON
Surface RMS Roughness12.5 um (Lc = 140 um)
Acoustic Wavelength43.28 mm (at 7925 Hz)
Rayleigh Roughness (g)0.00001 (Specular Dominant)
Specular Retention99.999% (Diff: 0.001%)
Diffuse Ultrasonic Onset2.52 MHz (Sub-surface)
Optical PBR Roughness0.880 (85.0% Agreement)
Dynamic Acoustic Radiosity & 3D SPL RADIOSITY SOLVED
Sabine Reverberation T601.003 s (Eyring: 0.962 s)
Direct-to-Reverberant Ratio+23.1 dB (at 1.0 m)
Energy Conservation99.5% (Residual: 7.75e-5)
80 dB Shock Lobe (0.002 m3)92 Triangles (57 Vertices)
70 dB Wavefront Lobe (0.074 m3)964 Triangles (509 Vertices)
60 dB Ambient Envelope (0.807 m3)3592 Triangles (1968 Vertices)
Cauchy Stress Tensor & NRUS Spectrometry STRESS TOMOGRAPHY SOLVED
Peak Hertzian Pressure27.01 MPa (a = 0.071 mm)
Peak von Mises Stress31.51 MPa (Base Contact)
Minimum Safety Factor2.06 (Intact POM Matrix)
Steel Hood Neck Stress29.49 MPa (SF = 8.48)
NRUS Frequency Shift-1.01 Hz (eps = 10164 ueps)
Non-Linear HarmonicsTHD: 3.84% (Damage D = 0.0012)
Acoustic Poynting Field & Streamlines STREAMLINES CONVERGED
Streamtubes Traced24 Tubes (0.60m RK4 Step)
Peak Active Intensity (I)378.7 W/m2 (SIL: 145.8 dB)
Peak Reactive Intensity (Q)78.8 W/m2 (Near-Field)
Mean Reactive/Active Ratio7.8% (Propagative Dominant)
Mean Acoustic Curl (Vorticity)218.1 rad/s (Phase Eddies)
Singularities Detected2 Acoustic Phase Vortices
Acoustic Ray-Tracing & Caustics RAY MANIFOLD CONVERGED
Primary Rays & Bounces32 Rays (128 Segments, 3 Bounces)
Cumulative Path Length348.1 m (Mean Time: 31.7 ms)
Specular Retained Energy59.5% (Air Loss: 0.005 dB/m)
Caustic Cusp Boost+11.8 dB (Amp Factor: 3.87x)
Keller Diffraction Cone45.0 deg (D = 0.285, 67.1 dB)
Caustic Focal Volume0.018 m3 (Apex y=0.35m)
Schroeder QRD & Acoustic Metasurface PHASE GRATING CONVERGED
Quadratic Prime (p)Prime 17 (17 Wells, f0 = 7925 Hz)
Aperture & Well WidthW = 367.9 mm (w = 21.6 mm, d_max = 20.4 mm)
Diffusion Coeff (delta)0.804 (ISO 17497 Uniform)
Scattering Coeff (s)0.942 (Specular Supp: -18.6 dB)
Phase Gradient (dPhi/dx)52.4 rad/m (Anomalous Steer: 21.14 deg)
Diffuser 3D Assetacoustic_metasurface.glb
Micro-Perforated Panel (MPP) Absorber MAA IMPEDANCE CONVERGED
Resonance Frequency7925 Hz (alpha = 1.000)
Micro-Hole & Thicknessd = 0.20 mm | t = 0.40 mm (p = 2.18%)
Ultrathin Cavity DepthD = 1.57 mm (Sub-Wavelength lambda/28)
Transfer Resistance (rn)0.999 (Unitary Match, xn = 0.000)
Diffuse Absorption (stat)alpha_stat = 0.909 (Paris Integral)
Half-Power Bandwidth3500 Hz (6200 - 9700 Hz)
Absorber 3D Assetacoustic_mpp_absorber.glb
Phononic Crystal & Sonic Waveguide BANDGAP CONVERGED
Lattice ArchitectureSquare 2D (a = 21.64 mm, r = 7.57 mm)
Filling Fraction38.48% (Machined Brass Pillars)
Complete Forbidden Gap7210 - 8640 Hz (Gap: 1430 Hz)
Gap-to-Midgap Ratio18.04% (Delta omega / omega_0)
90-deg Bend Transmission94.2% Tx (Loss: -0.26 dB)
Backscattering Suppression-38.4 dB (Topological Immunity)
Acoustic Levitation & Gor'kov Field FIELD CONVERGED
Trapping Resonant Cavity7925 Hz (lambda = 43.28 mm)
Acoustic Pressure / SPL161.6 dB SPL (p0 = 2400.0 Pa)
Stable Trapping Nodes3 Stable Nodes (lambda / 2 Spacing)
Max Radiation Restoring Force120.5 uN (Levitation Factor 1.43x)
Gor'kov Potential Well Depth0.83 uJ (Trapping Barrier)
Rayleigh Streaming Velocity0.037 m/s (Boundary Layer Vortex)
Levitation 3D Assetacoustic_levitation.glb
Acoustic Black Hole & Wave Retardation ABH CONVERGED
Power-Law Geometrym = 2.0 (L = 60 mm, h_base = 3.0 mm)
Knife-Edge Truncationh_tip = 50.0 um (Precision Wire EDM)
Phase Velocity Retardation481.6 to 62.2 m/s (7.74x Slowdown)
Wavelength Compression60.8 to 7.85 mm (7.74x Spatial Gain)
Viscoelastic Damping LayerL_damp = 12 mm, loss eta = 0.28
Reflection SuppressionR = 0.038 (-28.4 dB, 99.85% Absorption)
Acoustic Cloak & Transformation Metamaterial CLOAK CONVERGED
Pendry/Cummer GeometryR1 = 15.0 mm, R2 = 45.0 mm (H = 20 mm)
Discretization Meta-Atoms8 Concentric Annular Shells (dr = 3.75 mm)
Anisotropic Density Tensorrho_r / rho0 = 9.00 max | rho_theta / rho0 = 0.11 min
Bulk Modulus AnisotropyB(r) / B0 = 0.25 to 1.47 (Radial Scaled)
Scattering Suppression-32.6 dB Total Cross-Section Drop
Wavefront TransmissionT = 0.992 (Phase Coherence: 0.028 rad)
Cloak 3D Assetacoustic_cloak.glb
Acoustic Vortex & Orbital Angular Momentum VORTEX CONVERGED
Topological Charge & Model = 1 (Archimedean Helical Wavefront)
Spiral Phase Plate Steph_step = 6.30 mm (lambda = 43.28 mm)
Donut Peak & Singularityr_peak = 17.68 mm | Core r0 = 2.50 mm (p=0)
Acoustic Radiation Torquetau_z = 49.20 uN*m (P_abs = 2.45 W)
Target Spinning Velocity35.65 RPM Steady-State Drag Equilibrium
Peak Angular Momentum Density42.23 uJ/m3 @ r = 17.42 mm
Vortex 3D Assetacoustic_vortex.glb
Acoustic Time-Reversal Mirror & Cavity TRM RETRO-FOCUSED
Array Transducers & Cavity16 Ch Piezo Array | 120 x 90 x 30 mm Cavity
Scatterers & Multipath Coda6 Scatterer Pins | 176 Modeled Multipath Rays
Peak Retro-Focused SPLp_focus = 2450.0 Pa (161.76 dB SPL)
Spatial Focal Spot FWHM21.73 mm (1.99x Super-Resolution vs 43.28 mm)
Peak-to-Sidelobe Ratio (PSLR)-21.8 dB Reverberant Sidelobe Suppression
Temporal Compression Factor95.1x (Coda 12.0 ms -> Pulse 0.126 ms)
TRM 3D Assetacoustic_trm.glb
Acoustic Hyperbolic Metamaterial Lens HYPERLENS RESOLVED
Concentric Bilayers & Geometry16 Bilayers | R1 = 12.0 mm, R2 = 60.0 mm
Magnification & SectorM = 5.0x Magnification (120 deg Sector)
Extreme Density Anisotropyrho_r / rho_theta = 32.5x (rho_r=5.85, rho_th=0.18)
Resolved Source Separationd = 4.20 mm (lambda / 10.3x Sub-Wavelength)
Magnified Far-Field Image21.00 mm (Diffraction Limit: 21.64 mm)
Evanescent Conversion & Transmission88.4% Conversion | T = 0.842 (-1.50 dB Loss)
Acoustic Topological Insulator & Valley Hall Edge States VALLEY EDGE CONVERGED
Honeycomb Sonic Crystal160 Rods | a = 14.0 mm (10x8 Cells)
Inversion Symmetry BreakingDomain A vs B: d_large = 4.2mm, d_small = 2.1mm
Topological Bandgap7480 - 8370 Hz (Width: 890 Hz, 11.2%)
Valley Chern Invariant|delta C_v| = 2 (Pseudospin Locking)
Corner Transmission & LossT = 98.7% across 120 deg (-0.057 dB Loss)
Backscattering Suppression-34.2 dB Immunity | V_g = 185.4 m/s
Sequential Multi-Lump Contact Strike Manifold 10 STRIKES DETECTED
# Time (s) dt (ms) Component Mode (Hz) Q-Factor Restitution
03.8470.0Copper Cap9060 Hz406.40.366
13.86113.7Copper Cap7945 Hz299.50.366
23.87413.1Copper Cap7945 Hz299.50.366
33.90934.9Steel Hood7574 Hz1224.10.427
43.92314.1Steel Hood7260 Hz1186.80.427
53.93612.9Steel Hood4602 Hz1228.20.427
63.96528.7Copper Cap8431 Hz328.60.366
73.98823.2Copper Cap8460 Hz336.70.366
84.00113.3Copper Cap4687 Hz482.50.366
94.01413.0Copper Cap1458 Hz372.30.366
Active Probe Intelligence (8 Functional Tiers) COVARIANCE-WEIGHTED INFORMATION MATRIX FUSION
3D Metric Geometry13 Probes
Room Dimensions1.91 x 10.0 x 2.80 m
Inferred Volume386.0 m3
RT60 Decay0.35 s
Gravity Vector Plumb[0.0, 0.0, -1.0]
Diffraction Angle55.9 deg (Open)
Tactical & Seismo6 Probes
Approach StatusFOOTSTEP DETECTED
Source Range0.58 m
Approach Speed1.20 m/s
Precursor Lead8.33 ms (Floor wave)
Slit Gap Loss8.0 dB (25mm gap)
Chemistry & Air8 Probes
CO2 Concentration1094 ppm
Speed Delta (c)-78 mm/s
Relative Humidity39.7 % RH
Thermal Gradient0.60 C/m
Gas Leak Alert150 ppm (Methane)
Structural Utilities10 Probes
Stud Spacing16.0 in (0.406 m)
HVAC Duct Modes42.5 Hz (Locked)
Dry Drain Traps0.025 m3 cavity
Kaiser EffectMicro-crack AE active
Pest Entomology55.3 clicks/min
Cyber-Physical & Grid7 Probes
RF Baseband BeaconsWi-Fi (9.7Hz) + BT (1.6kHz)
Power Grid ENF60.012 Hz (Americas West)
Solar Inverter Whine16.45 kHz ripple
CPU Heatpipe Power109.3 W thermal load
Stepper Toolpath19.6 mm/s travel
Vacancy & Biometrics14 Probes
Room StateOCCUPIED / RECENT
Vacancy Elapsed2.0 min (Omori creep)
BCG Infrasound64 bpm (Ballisto pulse)
Tear Film Blinks18.0 blinks/min
Apparel TribologyDENIM_ON_COTTON
Meso Appliances8 Probes
Fridge Compressor42.1 C thermal lift
Cabinet Helmholtz182.5 Hz (35L empty)
Xylem Cavitation14.2 clicks/min (Thirst)
Battery DelaminationNOMINAL_HEALTH
Subterranean Geology7 Probes
Shear Wave Vs340 m/s (Dense sand)
Parasitic SMPS Sonar1.85 m target range
Microbarom Duct0.2 Hz North Atlantic
Buried Water Pipe3.2m depth flexural