Detect AI-generated music. Clean up AI audio.

ArtifactNet

A forensic detector that estimates whether a track was AI-generated.

Example results on Intrect demo clips

AI-generated demo clip

Result: Flagged as AI

A result you can review.

ArtifactNet estimates whether a track was AI-generated. Use the analysis alongside what you know about the recording.

Free demo
No account
Batch
Dashboard
REST API
From Pro

Demo examples analysed October 13, 2026. Read the published evaluation.

Human recording demo clip

Result: Not flagged

A score is evidence for review, not proof of who made a track.

Free AI music detection demo

No account · analyses the first 2 minutes

API and batch analysis

REST API from the Pro plan

de-artifact

Reduces metallic, watery artifacts in Suno and Udio tracks and separated stems.

The complete de-artifact 0.4.8 window processing a vocal stem, with yellow reduction and blue residual curves, toolbar, Tune controls and Advanced settings.
de-artifact 0.4.8 · Residual monitor

0:00 / 0:00Suno 032

Diff: The removed signal can include musical detail. It is not proof of pure AI artifacts.

Loading…
Preview your track free

30-second listening preview · no account

Try the DAW plug-in

14-day trial · macOS & Windows

Cleaning changes how a track sounds, not what it is. It is not a tool for passing AI detectors.

Pricing All plug-ins Manuals Support

AI music detection with ArtifactNet

For whoever has to decide whether a track is AI-generated: a free demo, batch analysis in the dashboard, and a REST API.

How to check a track

Upload audio to ArtifactNet and review an automated estimate of whether it was AI-generated. It is not a watermark detector.

Described in ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics, Heewon Oh, 2026, arXiv:2604.16254.

  1. Your audio A track you want to check
  2. ArtifactNet An automated analysis of the audio
  3. Your review A result to consider with the recording’s context
Detection is evidence for review. It does not establish who made a track.

Published evaluation

Read the dated detector comparison and its published evaluation. ArtifactNet’s developer also authored the benchmark.

Read the benchmark report

Artifact Observatory · Intrect Research

Compare
Detectors
A public comparison report
Check
Evidence
Published research and evaluation code
Read
Context
Dates and scope travel with each report

An evaluation describes the audio it tested. Use its findings as context for your own review.

Published, so it can be checked

The detector, the evaluation protocol, the dataset and the evaluation code are public. ArtifactNet’s developer also authored the evaluation. Published reports include their date and scope.

Analysis details for a track in the Intrect dashboard.

Analysis details for a track in the dashboard.

Fit analysis into your workflow

Batch analysis
Check many audio files in the dashboard.
Export results
Download XLSX, CSV or JSONL for your records.
REST API
Integrate analysis into your workflow from the Pro plan.

Batch analysis, exports and the API

Upload many files in the dashboard and export the results as XLSX, CSV or JSONL. From the Pro plan, the REST API returns the same results to an ingestion pipeline, with API keys.

A probability is an automated estimate, not a finding that any person used AI. Review the result alongside the recording’s context.

API and batch analysis

Detection plans

Free
$0
10 minutes of audio in total
Artist
$9.99/mo
$10 of credit a month, dashboard and export
Artist+
$19.99/mo
$25 of credit a month
Creator
$49/mo
$90 of credit a month, priority processing
Pro
$149/mo
$100 of credit a month, REST API and keys
Business & Enterprise
Contracted
No public price

Detection uses $0.10 of credit per minute of audio. Prices in USD as listed on the pricing page, October 13, 2026. Compare plans

AI audio cleanup with de-artifact

For producers with a rough AI render or a separated stem: a real-time plug-in for your DAW, a free browser preview, and de-artifact Cloud.

Same track. Before and after.

Press play, then switch between Original and Cleaned. Diff lets you hear what was removed. In your own session, if Diff starts to sound like music, lower Strength.

Play it in the player at the top of the page

Click this comparison panel or Tab into it to use shortcuts:

1 2 3
Original, Cleaned, Diff
Space
Play or pause
← →
Seek 5 seconds
M
Mix or vocal stem

Diff: The removed signal can include musical detail. It is not proof of pure AI artifacts.

Spectrograms of the Suno 032 demo track (mix), rendered from the same Original, Cleaned and Diff files the player streams. Log frequency 150 Hz–20 kHz, time left to right, brighter is louder. Click or drag a spectrogram to move the playhead.

The Intrect plug-in line

VST3 / AU / CLAP plug-ins for producers and engineers working with AI music, neural codecs, and separated stems. Every paid plug-in installs as a full 14-day trial.

Release pricing: de-artifact through December 31, 2026  ·  Start the 14-day trial →

Which one fits the problem

de-artifact
A metallic sheen, watery sustains or hollow compression on a track a generator made, on a stem a separator pulled out, or on a low-bitrate MP3.
de-leak
Content that belongs to a different stem — drums audible inside the vocal a separator handed you.
ENZYME
One ringing resonance, a boxy note or sibilance on certain words that you cannot notch out without thinning the whole take.
Intrect HPSS
Splitting a signal into harmonic, percussive and residual parts on purpose. Free, macOS only.
  • The de-artifact 0.4.8 window showing yellow reduction and blue residual curves while processing a vocal stem.

    de-artifact

    A master bus built for AI music.

    Try online →

    VST3 · AU · CLAP · AAX on Apple Silicon Macs

    $149 one-time regular $179

  • de-leak-rt plug-in interface — 3-band leak gate visualization with low/mid/high frequency bands

    de-leak-rt

    Real-Time Leak Gate for Stem Separations

    VST3 · CLAP, macOS & Windows

    $99 one-time

  • ENZYME plug-in interface — resonance reduction curve across the frequency axis with depth, selectivity and HPSS controls

    ENZYME

    Dynamic resonance suppressor with H/P/R de-mix

    VST3 · CLAP · native AUv2

    $99 one-time

  • Actual Intrect HPSS standalone interface

    Intrect HPSS

    Free harmonic / percussive / residual component mixer

    VST3 · CLAP · AU, macOS only

    Free

  • Sculptor plug-in interface — transfer curve and gain-reduction history drawn for the harmonic and percussive halves at once, above one row of per-half compressor controls

    Sculptor

    Harmonic and percussive halves, compressed apart

    Not released yet

    Coming soon

Three ways to run de-artifact

Same engine in all three. What changes is where it runs and how much of it you get to steer.

Ways to run de-artifact compared
The plug-in$149 one-time Free online preview$0 no account de-artifact Cloud$0.25 / min of audio, prepaid
Where it runs In your DAW, on the 2-bus or any channel insert, on your machine Intrect GPUs, from try.intrect.io Intrect GPUs, from the web dashboard
Control All 32 parameters and 14 factory presets One processed preview to compare One tuned preset — parameter control is what the plug-in sells
Length Whole sessions, in real time The first 30 seconds of one WAV, MP3 or FLAC Full-length files, about 20× real time
Cost detail No per-minute cost once activated. 14-day full trial, no card Free $0.18 / min effective with the $50 pack. Credit never expires; a failed job is never charged
Start the 14-day trial Preview your track Open de-artifact Cloud

The plug-in

$149 one-time
Where it runs
In your DAW, on the 2-bus or any channel insert
Control
All 32 parameters and 14 factory presets
Cost detail
No per-minute cost once activated. 14-day full trial, no card
Start the 14-day trial

Free online preview

$0 · no account
Where it runs
Intrect GPUs, from try.intrect.io
Length
The first 30 seconds of one WAV, MP3 or FLAC
Preview your track

de-artifact Cloud

$0.25 / min of audio, prepaid
Where it runs
Intrect GPUs, from the web dashboard
Control
One tuned preset; full-length files, about 20× real time
Cost detail
$0.18 / min effective with the $50 pack. Credit never expires
Open de-artifact Cloud

Cloud is billed per second of audio with a 30-second minimum per job. Clean + restore highs, which also generates the missing high band, is $0.75 per minute. Prices in USD as listed on the pricing page, October 13, 2026.

Start your 14-day trial

Hear them side-by-side first — these demos put de-artifact and de-leak-rt against the dry source across vocals, drums, bass, guitar, and full mixes, and run ENZYME's presets over the same songs. Then download any installer for a free 14-day full trial — every preset, every parameter, no gaps. After 14 days the plug-in inserts a brief silent gap every 60 seconds until you activate.

de-artifact demos

ENZYME demos

macOS 11+ · Apple Silicon + Intel · Notarized by Apple  ·  Windows 10/11 x86_64  ·  Linux on the roadmap. Formats and system requirements vary by product — check the product page before downloading; de-artifact needs AVX2 on Windows. Activate paid plug-ins with the license key emailed after Paddle checkout. Specifications last reviewed against the shipping builds.

From the blog

Detection and de-artifact Cloud cleaning draw on the same credit balance: $0.10 per minute of audio to detect, $0.25 to clean. A plan’s monthly credit is spent first, then prepaid credit, which never expires. Pricing

Start free, with your own audio

Check a track with ArtifactNet

Upload one WAV, MP3 or FLAC at demo.intrect.io. There is no account to create, and the demo analyses the first 2 minutes of the file.

Check a track free Detection plans

Plans from $9.99 a month. REST API from Pro.

Hear de-artifact on your own track

Upload one WAV, MP3 or FLAC at try.intrect.io for a 30-second preview, with no account. Or install the plug-in for a 14-day full trial: every preset, every parameter, no card.

Preview your track free Try the DAW plug-in

$149 one-time through December 31, 2026, regular $179. See de-artifact — $149