MNee 1.0 - Cognitive Test Deck

Multi-Modal Cognitive Intake

Search HSK materials and concepts using typed text, voice microphone input, or image file uploads.

Cognitive Query Input

Response Time: --

Enable AI Verification

Search Query Results

Enter a query, click the mic, or upload an image to view HSK results.

Live Feed & Companion Scanner

Stream live webcam capture or share a screen window to run real-time Edge AI text/object translation.

Feed Source

Select Camera Device

Select Mic Device

Offline

0.00 % Spatial Var

0 ms Dwell Lock

                                Edge
                                Tier
                            

Frame Capture-- ms

Dwell Lock-- ms

Edge AI inference (OCR/Object)-- ms

TTS Vocoder Synthesis-- ms

Total Perception Latency-- ms

🚀 Cross-Tab Scanner Companion

Drag this button to your browser bookmarks bar. Open any website in another tab, click the bookmark, and highlight text or drag crop boxes to translate in real-time!

MNee Web Scanner

Video Intake & Perception Events

[System] Video pipelines inactive. Enable Video Intake to start.

WebRTC Audio Streaming

Establish a low-latency WebRTC connection to stream microphone input and evaluate real-time hybrid VAD barge-ins.

Disconnected

Input Level (Mic)

Output Level (TTS)

Barge-in Simulation

Pipeline Telemetry & Logs

-- ms Network RTT

                                --
                                ms
                                VAD Loop Time
                            

Live Telemetry Event Logs

[System] Ready to establish WebRTC connection.

Learner Profile Setup

Learner ID

Target Language (L2)

DIHCL ZPD Item Selector

Retrieve items targeted to the learner's Zone of Proximal Development based on current skill masteries.

BKT Skill Masteries

Real-time Bayesian Knowledge Tracing probability of mastery $P(L)$ values.

Please initialize or load a learner profile.

taVNS & CUTE Haptics Mock Console

Visualizes output waveforms and channel coordinates generated in real time to destabilize L1 attractors.

taVNS Active

Frequency: 30 Hz

Amplitude: 0.0 mA

Timing Alignment: --

32-Channel Haptic Activation Matrix

Wristbands (Pitch Height $F_0$)

Ch 0 - 15 (0-7 Left, 8-15 Right)

Anklets (Pitch Speed $|dF_0/dt|$)

Ch 16 - 31 (16-23 Left, 24-31 Right)

Sine-Wave Vocoder (DSP Test)

Strip vocal traits and test target language-specific spectral configurations.

DSP Tuning Mode

Test Input Text (Generates mock TTS to vocode)

Pre-Phonetic taVNS Sync Log (Target: 50ms)

[System] Awaiting hardware triggers...

Linguistic Knowledge Graph Subgraph

Query topic concepts to retrieve the local semantic subgraphs injected into prompt contexts.

Search Topic Node

Max Depth

LMM Grounding Text (Formatted Prompt Context)

Linguistic Graph Nodes & Relations

Active Subgraph Nodes

No active nodes queried.

Active Subgraph Edges

No active relationships.

CI/CD Prompt Evaluation Suite Console

Execute automated prompt compliance suites evaluating schema validity, persona guidelines, and semantic drift checks.

Harness Idle

Prompt Evaluator CI/CD Stdout Console

[System] Evaluator harness ready to compile. Click run to generate test reports.

HSK 1-3 Data Gathering Pipeline

Triggers the parsing engine to harvest lexical taxonomies, radicals, mnemonics, and grammar rules from the design doc, generating visual cards and synthesising vocoded audio.

0 Words

0 Phrases

0 Grammar Rules

0 Scenarios

Awaiting trigger

Data Gatherer Output Logs

[System] Ready. Database will be cleared and rebuilt on run.

On-Device Vector Database Search

Performs sub-millisecond local semantic similarity queries. Type concepts or English words to test retrieval.

Semantic Search Query

DB Search: -- | Total: --

Enable AI Verification & Enrichment

Query Results

Type a search query to view matching HSK materials.

Live Camera Intake & Bounding Focus Box

Ingest uncompressed stream buffers, filter saccades with a dwell-time gatekeeper, and perform on-device WebAssembly AI.