A forensic verification engine for AI-generated music detection.
DetectX Audio uses dual-engine analysis to detect AI-generated music with strong AI detection while protecting human artists at 98.89% accuracy.
It does not determine authorship or probability.


DetectX Audio
DetectX Audio is a dual-engine forensic verification system designed to detect AI-generated music while protecting human artists.
The system uses Enhanced Mode by default: Classifier Engine (primary) trained on 30,000,000+ verified human music samples, combined with Reconstruction Engine (secondary) for additional AI signal analysis.
By analyzing structural patterns unique to AI-generated audio, DetectX Audio reports whether AI signal evidence is present while maintaining near-zero false positives on human music.
Key Principles
- • Dual-engine verification (Classifier + Reconstruction)
- • Human-safe by design (98.89% accuracy on human music)
- • Strong AI detection
- • Clear binary verdict, no probability scores
How It Works
- 1.Audio is processed through the Classifier Engine (CNN).
- 2.If classifier score exceeds 90%, Reconstruction Engine activates.
- 3.Audio is separated into stems and reconstructed for comparison.
- 4.Dual-engine consensus determines the final verdict.
Enhanced Mode prioritizes human protection: if the Classifier Engine says "Human," it is trusted. Additional analysis only runs when AI signals are initially detected.


Clear Verdict Semantics
DetectX Audio reports only two possible outcomes:
- • AI signal evidence was observed.
- • AI signal evidence was not observed.
These statements describe structural signal behavior only. They do not imply authorship, probability, creative intent, or legal attribution.
Protecting Human Creativity
DetectX Audio was developed to protect human artists from being falsely flagged as AI-generated.
With 98.89% accuracy on human music, our Classifier Engine is trained on over 30 million verified human music samples to understand the full spectrum of human musical expression.
DetectX does not determine authorship. It provides a reliable verification reference that prioritizes human artist protection while maintaining strong AI detection.


Who Uses DetectX Audio
DetectX Audio is designed for creators and institutions who need reliable AI music detection.
- • Composers protecting their original work
- • Music producers verifying submissions
- • Record labels screening releases
- • Music associations and copyright organizations
- • Streaming platforms and distributors
Trusted by professionals who need accurate verification without false positives on human-created music.
Other Detection Modalities
Verification systems for text, image, and video content are currently under research and development.
These modalities will be introduced only after they meet the same forensic reliability and human-safety standards.

Join the DetectX Newsletter
Receive updates on verification research, system changes, and forensic design decisions.
No marketing emails. Research and system updates only.