VAD-Bench Multi-Detector, Acoustic DSP & Neural Suite

Concurrent Silero v4/v5/Fusion, YAMNet, RNNoise Separation, openWakeWord & Real-Time DSP

Audio Device & Browser DSP Audit:
AEC: UNCHECKED
AGC: UNCHECKED
NS: UNCHECKED
Hardware SR: -- kHz
Device: Default Mic
EQ: Flat (No .cal)
1. Hardware & Gain Level: Calibrated
Peak Level-∞ dBFS
Headroom-- dB
Crest Factor-- dB
Clip Ratio0.00%
DC Offset+0.000
2. Ambient Noise & Separation SNR: Optimal
Noise Floor-∞ dBFS
Dynamic SNR0.0 dB
RNNoise Atten0.0 dB
Current RMS-∞ dBFS
STOI Score0.95
3. Spectral & Timbre Flatness: Normal
Spec Flatness0.00
Centroid (Hz)0 Hz
Sub-Bass <80Hz0.0%
Reverb RT60 (est)180 ms
Plosives / Min0
4. System & Watchdogs High Perf (60 FPS)
UI Jitter0.0 ms
Disagreement0.0%
Live Workers6/6 Live
Pipeline Lag0.0 ms
Real-Time Waveform & 5-Track Parallel Activation Ledger
v4 v5 Fusion RNNoise Intent
v4

Silero V4 Standard

READY
SILENCE
Speech Score:0.00%
Inf: 0.0 ms
P95: 0.0 ms
Count: 0
v5

Silero V5 Optimized

READY
SILENCE
Speech Score:0.00%
Inf: 0.0 ms
P95: 0.0 ms
Count: 0
Fusion

Multi-Stage Fusion

READY
SILENCE
Fused Score:0.00%
Inf: 0.0 ms
P95: 0.0 ms
Count: 0
RNNoise

Neural Denoiser (WASM)

ACTIVE
CLEAN SIGNAL
Voice Activity:0.00%
Noise Floor: -∞ dBFS
Suppr: 0 dB
Inf: 0.0 ms
Health: LIVE
YAMNet / Intent

WebGPU Auxiliary

ACTIVE
AMBIENT SILENCE
Intent Confidence:0.00
Ambient Tone95%
White Noise3%
Intent: PASSIVE
Health: LIVE
Unified Time-Tagged Anomaly & Diagnostic Ledger (0 visible / 0 total)
TIMESTAMP FRAME SOURCE EVENT TYPE SCORE LATENCY SNR / PEAK FULL TELEMETRY / CONTEXT