Multimodal Behavioural Intelligence

SenseFuzeAI

Live Multimodal Behavioural AI System

Keystroke Text Live Audio Webcam Temporal Fusion
Research System Real-Time Inference Continuous multimodal acquisition with temporally aggregated prediction
System Status

Live System Readiness

Availability and operational state of the multimodal inference pipeline.

01
Fusion Model
Checking
Webcam AI
Checking
Text
Missing
Keystroke
Missing
Audio
Required
Visual Input
Required

Checking model status...

Checking webcam-calibrated classifier...

TF
Temporal Fusion Rolling probability averaging
Rolling Window 0 / 5
Live Inputs

Multimodal Input Streams

Continuous acquisition of behavioural signals consumed by the multimodal fusion model.

02
Linguistic + Motor

Live Text + Keystrokes

inactive
Characters 0
Keypresses 0
Visual Behaviour

Live Visual Input

inactive

Visual input inactive.

Frames are additionally evaluated by the webcam-calibrated image classifier.

Acoustic Signal

Continuous Live Audio

inactive
Stream Stopped
Rolling Buffer 0.0 s
Level —
Packets 0

Microphone stream inactive.

Audio condition: —

Acquisition Control

Visual Session Controls

Session not started.

Live Inference

Final Behavioural State

Temporally stabilised multimodal behavioural classification.

03

Awaiting multimodal input...

Temporally Aggregated Fusion Prediction
—
Aggregated Fusion Confidence —
Prediction Confidence —
Temporal Samples 0
Rolling Window 5
Aggregation Mean Probability
Current Fusion Observation

Unsmoothed Prediction

Raw
Raw State —
Raw Confidence —

Latest individual fusion observation before temporal probability aggregation.

Webcam-Calibrated Modality

Visual Classification

Confidence —
—
Diagnostics Technical Details
Model metadata, runtime validation and probability distributions
Second-highest class —
Confidence gap —
Feature dimension —
Device —
Webcam Calibration —
Active Modalities —
Raw Top Class —
Temporal Samples 0
Session ID —

Aggregated Output

Temporal Fusion Probability Distribution

Current Observation

Raw Fusion Probability Distribution