Real-Time Detection System — Active

Stop
Deepfake
Fraud.

VigilAI detects AI-generated voices and deepfake video calls in real-time — before scammers can trick you. Free, private, no install needed.

▶ Run Detection Meet the Founder

Founded & built by Abhishek Kumar · vigilai.online

3.4B+Deepfake attempts in 2024
40MFCC Coefficients Analyzed
Real-TimeLive Camera Detection
3-in-1Voice · Face · Pixel Analysis

How VigilAI
Catches Fakes

Three independent signal layers cross-verify each other — a single suspicious result triggers the alert.

01

Spectral Voice Fingerprinting

Extracts 40 MFCC coefficients from audio. AI voices have unnaturally low spectral variance — we catch that instantly.

02

Biological Blink Detection

Tracks 468 facial landmarks via MediaPipe. Deepfakes rarely blink naturally — our model checks eye aspect ratio across every frame.

03

AI Jitter & Pixel Analysis

Deepfake masks "shimmy" slightly. We track nose bridge movement variance and Fourier spectral energy — both giveaways of generation artifacts.

LIVE ANALYSIS · 00:04.2
MFCC Variance
1842
Blink Index
0.04
Face Jitter Σ
0.0009
Spectral Energy
132.6
Lip Sync Score
LOW
🚨 SYNTHETIC SIGNAL DETECTED — AI VOICE + VIDEO

Built to Outsmart Scammers

Every detection module targets the specific artifacts that AI generation leaves behind — making VigilAI the most thorough free deepfake checker available.

🎙️

Live Voice Recording

Record directly from your microphone during a suspicious call. Analyze in real-time as it happens.

Audio · MFCC
📁

File Upload Analysis

Upload any .wav or .mp3 audio — or .mp4 / .mov video — for a deep-scan verdict with confidence score.

WAV · MP3 · MP4
📹

Webcam Liveness Check

One-click live webcam scan. The AI monitors 468 facial landmarks across every frame.

MediaPipe · 468 pts
👁️

Blink & Jitter Detection

Real humans blink. Deepfakes don't — at least not naturally. We check eye aspect ratio frame by frame.

Biological Signal
🔬

Fourier Pixel Analysis

AI-generated faces are too smooth. We use 2D FFT to detect missing high-frequency pixel data.

Spectral · DFT

Instant Verdict

Three detection layers cross-verify every signal. One red flag is enough. Results in under 5 seconds.

Local · Private

Run VigilAI Now

> Launch Detection App

About
VigilAI

VigilAI is a free, browser-based deepfake and AI voice fraud detection platform. It was created to give ordinary people the same fraud-detection capabilities that large organisations have — at zero cost.

As deepfake technology becomes cheaper and accessible to bad actors, so must the defences. VigilAI runs three independent detection layers simultaneously and delivers a verdict in under 5 seconds with no data ever leaving the user's device.

Mission: Make AI-powered voice and face verification instantly accessible to anyone on earth — free, private, and requiring zero technical knowledge to use.

Founder & Creator

Abhishek Kumar

Founder · Lead Developer · VigilAI

Abhishek Kumar is an Indian developer and the sole founder and creator of VigilAI. Driven by the rapid rise of AI-generated scam calls and deepfake video fraud targeting everyday people, he built VigilAI from scratch — combining Python, LibROSA, MediaPipe, and OpenCV into a single accessible, free tool. His goal: put real, enterprise-grade deepfake detection in the hands of anyone with a web browser, anywhere in the world.

3 Detection Layers
5+ Technologies Used
Free Always & Forever
2026 Year Founded

// the builder

Team VigilAI

Abhishek Kumar
Founder · Project Lead · Developer
Built with Python · Streamlit · LibROSA · MediaPipe · OpenCV
Domain: vigilai.online · Founded: 2026 by Abhishek Kumar

Frequently Asked
Questions

Everything about VigilAI and its founder, answered.

Abhishek Kumar is the founder and creator of VigilAI. He is an Indian developer who built VigilAI to protect people from AI-generated fraud. Follow him on Instagram @cdrnine.png or X @vigilai_x. Email: vigilai.online@gmail.com

VigilAI is a free, real-time deepfake and AI voice detection tool at vigilai.online. It uses three analysis layers — MFCC spectral fingerprinting, MediaPipe facial landmark tracking, and Fourier pixel analysis — to detect whether audio or video is AI-generated. No install or account required.

Yes — VigilAI is completely free. No subscription, no login, no installation. Visit vigilai.online and launch the detection app.

VigilAI runs three simultaneous checks: MFCC Voice Fingerprinting (AI voices have unnaturally uniform spectral patterns), Biological Blink Detection (deepfake faces rarely blink naturally), and Fourier Pixel & Jitter Analysis (AI video has missing high-frequency pixel data and facial "shimmy"). One suspicious signal triggers a warning.

Yes. VigilAI's MFCC spectral analysis detects the acoustic signatures of AI voice synthesis and voice cloning. Test a live mic recording or upload a WAV or MP3 file.

Abhishek Kumar built VigilAI after seeing the rapid rise of AI-generated scam calls and deepfake video fraud. He wanted to make real, enterprise-grade deepfake detection accessible to everyone — completely free of charge.

// get in touch

Contact Us

Questions, partnerships, or want to report a deepfake? Reach out directly.

Email Abhishek Kumar vigilai.online@gmail.com
Follow on X VigilAI @vigilai_x
Instagram Abhishek Kumar @cdrnine.png