Detector24 AI Music Detector —
Detect AI-Generated Music
at Scale
Today, AI music generators (like Suno, Udio, Eleven Labs, and MusicGen) are so sophisticated that approximately 30% of music uploaded daily to streaming platforms is AI-generated—often without clear labeling. For record labels, music libraries, copyright holders, and any platform moderating user-generated audio, distinguishing human-made from AI-made music is essential. Detector24's AI Music Detector instantly tells you whether a track is likely AI-generated, providing the transparency you need to protect artists, manage royalties correctly, and maintain content authenticity at scale.
Built for Recommendation Systems, Content Tagging, and Rights Management
Whether you're a music streaming service, a radio station managing playlists, or a record label safeguarding your catalog, Detector24's AI music detection fits seamlessly into your workflow to tag content automatically, refine recommendations, and protect copyright:
Content Tagging
If you allow users to submit music links or metadata (like a song URL or text paste of track info), Detector24 can automatically tag each piece as "AI-generated" or "human-made," helping you organize large catalogs without manual review. You can even use these tags to create dedicated AI music categories or separate them from human-created works in search results.
Recommendation Accuracy
Music recommendation engines rely on sound quality and authenticity for optimal results. By flagging or filtering AI tracks, you ensure your recommendation algorithm focuses on the content your users truly want—avoiding low-quality synthetic tracks that may confuse or degrade the listening experience. This can improve engagement metrics and user satisfaction.
Copyright & Rights Management
AI-generated music can complicate royalty distributions and copyright enforcement. Record labels, streaming platforms, and rights organizations use Detector24 to identify deepfake songs or unauthorized AI renditions of real artists' voices, ensuring creators get proper credit (or, when needed, that illegitimate AI clones are flagged). This protects both your platform's reputation and the livelihoods of genuine musicians.
How the Detector Works
Detector24's AI music detector uses advanced neural network analysis to examine the acoustic "fingerprint" of an audio file. The model outputs a probability score indicating whether the track was generated by an AI system (such as Suno, Udio, or another generative audio model) or created by a human. This detection process is lightning-fast—typically under 300 milliseconds per track—and doesn't require watermarks or prior knowledge of the specific AI model. With a high accuracy rate of 97.6%, you get dependable results that help you confidently classify music at scale.
Works Across All Popular AI Music Generators
Detector24's music detection is model-agnostic—it doesn't rely on a hardcoded list or watermarks. Instead, it employs cepstral analysis and deep-learning models that recognize patterns typical of AI-generated audio. This approach means it can effectively detect tracks from:
Suno
One of the most popular AI music platforms for generating full songs from text prompts.
Udio
Another widely-used AI music generator, creating realistic instrumental and vocal tracks.
Eleven Labs
Best known for AI voice cloning; their voice models are sometimes repurposed for music or singing.
Riffusion
Uses diffusion models to generate music spectrograms, resulting in unique instrumental tracks.
MusicGen (Meta)
Meta's open-source AI music generator, capable of creating coherent melodies and beats.
Because these tools continuously evolve, our detection model is regularly updated with new training data to stay ahead of emerging AI-generated music patterns. No watermark is required; detection is purely audio-based. (Note: Detector24 focuses on music authenticity and does not specifically identify whether a voice is "cloned." If you need voice-cloning detection, see our deepfake audio solutions.)
Disclaimer: All brand names mentioned (Suno, Udio, Eleven Labs, Riffusion, MusicGen, etc.) are property of their respective owners and are referenced here solely for descriptive and educational purposes. Detector24 is not affiliated with or endorsed by any of these companies. Our detection technology is independently developed and does not rely on proprietary APIs or internal data from these services.
Audio Analysis
Our AI music detector analyzes multiple acoustic features in parallel—spectral contrast, chroma features, rhythmic patterns, and Mel-frequency cepstral coefficients (MFCCs). This multi-dimensional approach captures the subtle artifacts and statistical anomalies that differentiate AI-generated tracks from human recordings. The detector supports all popular audio formats: MP3, WAV, FLAC, OGG, and even direct streaming from services like Spotify (when integrated via API). You can upload a full track or a snippet; for best results, provide at least 30 seconds of audio. The system evaluates the entire recording in one pass, delivering a definitive "AI-generated" or "human-made" classification along with a confidence score.
Analysis Methods
Spectral Contrast
Frequency distribution patterns
Chroma Features
Pitch class analysis
Rhythmic Patterns
Temporal structure detection
MFCC Analysis
Cepstral coefficient examination
Format Support
Easy API Integration for Any Scale
Detector24's music detection API is designed for developers who need to process audio at scale. Whether you handle thousands or millions of tracks per day, our infrastructure scales seamlessly. A simple REST endpoint accepts audio files or streaming URLs, returning JSON responses with the classification result and confidence score. You can integrate detection into your content upload pipeline, batch-process your entire library, or run real-time checks as users paste song links. Privacy-first: Your audio data is never stored permanently—files are analyzed ephemerally and then discarded. This service is built for both B2B clients (labels, streaming services, social platforms) and individual creators who want instant verification of their music's authenticity. With Detector24, you get lightning-fast, reliable AI music detection without the overhead of managing ML infrastructure yourself.
Scalable Infrastructure
Handle thousands to millions of tracks per day with seamless scaling
Privacy-First
Ephemeral processing with no permanent storage—your data stays yours
REST API
Simple JSON responses with confidence scores and detailed metadata
Super-Human Accuracy You Can Trust
With an accuracy exceeding 90% in most use cases (and up to 98% in controlled conditions, comparable to Believe's AI Radar system), Detector24 significantly outperforms human listeners at identifying AI-generated music. Humans often struggle to distinguish high-quality AI music from real performances, whereas our model picks up on subtle compression artifacts, unnatural harmonic distributions, and other telltale signs of synthetic generation. Every result includes a confidence score, so you can set custom thresholds for your content moderation or tagging systems. And as AI music generators improve, we continuously update our model with fresh data—ensuring your detection stays ahead of the curve.
Human Accuracy
Struggling with high-quality AI music
Detector24 Accuracy
With confidence scores & custom thresholds
Continuous Updates
Model trained on latest AI music patterns
Confidence Scoring
Custom threshold support for your workflow
Advanced Audio Analysis
Detect synthetic patterns in frequency, timbre, and composition
AI Model Signatures
Identify unique fingerprints from Suno, Udio, and other AI music generators with high precision.
Spectral Analysis
Analyze frequency patterns, harmonics, and artifacts that reveal AI generation in audio waveforms.
Multi-Format Support
Process MP3, WAV, FLAC, and all major audio formats. Support for streaming and batch analysis.
Neural Network Analysis
Advanced deep learning models trained on millions of audio samples for superior accuracy.
Confidence Scoring
Every detection includes a confidence score, allowing you to set custom thresholds for your needs.
Real-Time Processing
Lightning-fast analysis in under 300ms per track, perfect for real-time moderation workflows.
Protect Music Platforms
Ensure authenticity across the music industry
Streaming Platforms
Filter AI-generated submissions and protect human artists' royalties
Music Libraries
Verify track authenticity and organize content with AI tags
Record Labels
Detect synthetic compositions and deepfake artist voices
Radio Stations
Ensure genuine content in curated playlists and broadcasts
Content Moderators
Automatically flag AI music in user-generated content
Rights Organizations
Accurately attribute works and distribute royalties fairly
Part of a Comprehensive Content Integrity Suite
Detector24's AI music detection is just one component of a broader content moderation and authenticity platform. If you also moderate images, video, or text, you can use our unified API to detect AI-generated or manipulated media across all formats—images (deepfakes, AI art), video (synthetic content), and text (bot-written content, hate speech). This cross-modal approach is especially valuable for social networks, UGC platforms, and content aggregators. For music-specific use cases, think of how YouTube's Content ID system helps rights holders monitor their catalogs; similarly, Detector24 gives you control over AI-generated content, ensuring only authentic music flows through your platform (or, conversely, that AI music is labeled transparently for users). With the rise of streaming services like Spotify (where royalty structures depend on accurate artist identification), having a reliable AI music detector is increasingly mission-critical. Explore Detector24's full suite—or start with a free demo or trial—to see how easy it is to safeguard your platform's musical integrity.
Image Detection
Detect AI-generated images, deepfakes, and manipulated photos
Video Detection
Identify synthetic video content and deepfake videos
Text Detection
Catch bot-written content and AI-generated text
Audio Detection
Verify music authenticity and detect AI-generated tracks
Protect Musical Authenticity with Detector24
Detector24's AI Music Detector empowers music platforms, record labels, and content creators with instant, accurate detection of AI-generated music. Whether you're protecting copyright, refining recommendations, or maintaining content authenticity, our API scales to meet your needs. Start your free trial today and experience the future of music content integrity.
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