OmniSpeech is an AI-driven voice technology company focused on real-time speech enhancement and deepfake audio detection, helping businesses ensure secure, clear, and trustworthy voice communication across platforms.
Industry
AI Security / Deepfake Detection (Cybersecurity)
Real-Time Deepfake Audio Detection For Zoom & Chrome
Challenge
OmniSpeech needed a way to detect deepfake audio in real-time across live communication and media platforms.
Rising risks of AI-generated voice fraud in meetings and online content
No seamless way to monitor and analyze live audio streams
Requirement for real-time detection without interrupting user experience
Need to integrate with platforms like Zoom and browser-based media
Solution
We developed two powerful, real-time audio monitoring solutions tailored to OmniSpeechā€™s needs:
Zoom App Integration
Built a custom app for Zoom that captures live meeting audio streams
Audio is processed in near real-time by sending 4-second chunks to OmniSpeech's ML service
Seamlessly analyzes ongoing conversations without disrupting the meeting flow
Chrome Extension for Web Audio Monitoring
Developed a browser extension for Google Chrome that captures audio from any media-playing website (e.g., YouTube, streaming platforms)
Continuously monitors and streams audio segments for deepfake detection
Works passively in the background with minimal performance impact
Real-Time Processing Pipeline
Efficient audio capture and streaming mechanism
Integration with OmniSpeech's existing AI/ML model for analysis
Rapid response system that evaluates audio every 4 seconds
Result
Real-time deepfake detection across meetings and web media
Enhanced security against AI-generated voice manipulation
Scalable solution usable across multiple platforms
Seamless user experience with minimal latency
Enabled proactive identification of suspicious audio activity
Technologies
The transformation was powered by a blend of leading-edge technologies, including:
Zoom SDK, Chrome Extension APIs
ReactJS, JavaScript, Web Audio APIs
Python-based ML service integration, Django
Real-time streaming(web socket) and processing architecture
Client Quote
Itā€™s been a genuinely great experience working with Exaqode on our app development. Their team is highly professional, accountable, and consistently delivers strong results. For small teams like ours, they provide tremendous value - giving us the ability to scale our development capacity quickly without the overhead of hiring full- or part-time employees. - David Przygoda, CEO, OmniSpeech
