Ircam Amplify AI Music Detector (AIMD)
Vendor Ircam Amplify Official site ircamamplify.com How this card is sourced
Ircam Amplify's AI Music Detector states "99% [accuracy]" and "Less than 1% false positives" on its home page, and its V2.3 release note gives "99.7%" accuracy with a "0.14%" false positive rate at the 50% threshold on "Ircam Amplify's internal benchmark datasets" (ircamamplify.com and docs.ircamamplify.io, AIMD V2.3, read 10 November 2026). AIMD is a music detector: it scores whole tracks for the likelihood that they were made with a supported AI music generator, names the suspected generator when the probability passes 50%, and does not analyse speech, text, images or video. It is sold to the music industry by application, with no public price. The card joins the detector index as its first card built for music alone, and how this card is sourced explains why a figure measured on the vendor's own benchmark is quoted rather than ranked.
What Ircam Amplify AIMD detects
| Field | Value | Source |
|---|---|---|
| Content types detected | Music | ircamamplify.com |
| Generators covered | Model Coverage page (AIMD V2.3, read 10 November 2026): ACE-Step (New), ElevenLabsMusic versions 1 and 2 (New), Suno versions 3 to 6 (New), Lyria (Existing), Mureka (Existing), Riffusion (Existing), Treblo (Existing; formerly Sonauto), Udio (Existing), Legacy, opt-in through legacyGenerators true: Boomy, LDM2, MusicGen (excluded by default because several older generators have effectively disappeared from current production usage, while continuing to contribute disproportionately to false-positive detections, V2.3 release note), Platform guide lists Suno (up to v6), Lyria (v3), ElevenLabsMusic (v1, v2 and v2.5), Treblo (formerly known as Sonauto), Mureka, Udio, Riffusion, Ace-Step; the home page says Suno, Udio, Sonauto, Eleven Labs, and more | docs.ircamamplify.io/api-docs/aimd-guide/... |
| Input limits | API guide (Audio Input Methods, read 10 November 2026): Supported formats: AIF, AIFF, FLAC, M4A, MP3, MP4, OGG, WAV, WEBM; Track duration: 3 seconds to 30 minutes; Maximum number of files per request: 20; Recommended minimum MP3 bitrate: 256 kbps (lower-bitrate or highly compressed audio may affect detection performance). Platform guide: Supported formats: AIFF, FLAC, M4A, MP3, MP4, OGG, WAV; Channels: mono or stereo; Maximum: 20 files at a time; WAV/FLAC: 44.1 kHz; OGG: quality profile 8. Three input routes: direct upload to Ircam Amplify Storage (ias:// identifier), presigned URLs, and ISRC codes for selected partners (20 ISRCs per request). Home page: Scan more than 250.000 tracks within 1 hour, depending on server capacity. Results are an AI probability from 0 to 100, a suspected generator and model version when the probability is above 50%, optional time analysis per segment, and C2PA manifest fields. | docs.ircamamplify.io/api-docs/aimd-guide/... |
| Free tier | None published: access is by application (Request access; Our team will review your application and, upon approval, provide a demo and a secure onboarding link) and the pay-as-you-go plan starts from 2,000 tracks. The API error table names a free account (Not enough credits on a free account. Nothing is charged.) with no stated allowance | ircamamplify.com/request-aimd |
| API | Yes, docs.ircamamplify.io/api-docs | docs.ircamamplify.io/api-docs |
| Integrations | REST API: POST /aidetector/v2 and GET /aidetector/v2/{id} with OAuth client credentials (Client ID and Client Secret, one-hour tokens), Webhooks per API key, signed with HMAC-SHA256 (x-amplify-signature), Web app at app.ircamamplify.io with usage, billing, API keys and team pages, Ircam Amplify Storage upload URLs, presigned URLs from the customer's own storage, and ISRC-based input for selected partners, Home page: Connect [...] via our RESTful API/ SDK (no SDK documentation is published) | docs.ircamamplify.io/api-docs |
| Data retention | AIMD General Terms and Conditions (Version 2026.02), article 6.4 Data related to audio analysis: Audio files submitted to the Service are processed solely for the purpose of performing the requested analytical output operations and, unless otherwise expressly agreed in the Applicable Contract, are automatically deleted or rendered inaccessible after completion of the analysis. Ircam Amplify processes such data solely for the purpose of providing the analytical output functionalities of the Service [...] and does not use the submitted audio content to create proprietary catalogues or exploit protected works. Ircam Amplify retains access and rights to Service Metrics (aggregated volumes, performance indicators, error rates, logs, model versions and scores) for internal research, benchmarking and improvement; on termination it shall delete or render inaccessible the Client's data within a reasonable period. The AI Use & Transparency Framework, 9.3 Retention: Log retention periods and access rules are defined in the Applicable Contract and/or security schedule. | app.ircamamplify.io/terms-and-conditions-... |
| Ownership | Ircam Amplify, 1 Place Igor Stravinsky, 75004 Paris, France (site footer, 2026). The about page says Ircam Amplify translates IRCAM's research into products and services deployed at industry scale. Founded in 2019 and describes the company as a trusted third party, independent from the music industry's value chain. The AIMD General Terms and Conditions (Version 2026.02) are a business-to-business contract governed by French law; the site's Privacy Policy link serves Annex A, the AIMD AI Use & Transparency Framework (Version 2026.02), not a privacy policy. The home page (ircamamplify.io redirects to ircamamplify.com) sells one product, AIMD, by request: Our team will review your application and, upon approval, provide a demo and a secure onboarding link. As a primarily B2B-focused solution, our offering is tailored to professional use cases. Documentation lives at docs.ircamamplify.io and the web app at app.ircamamplify.io; the release notes run from May 23, 2025 (file errors and CSV reports) to AIMD V2.3 (scheduled October 22, 2026). | ircamamplify.com/about-us |
The coverage is a named list. The Model Coverage page for AIMD V2.3 lists ACE-Step, ElevenLabsMusic (versions 1 and 2) and Suno (versions 3 to 6) as "New", Lyria, Mureka, Riffusion, Treblo and Udio as "Existing", and Boomy, LDM2 and MusicGen as "Legacy, opt-in" generators that AIMD "excludes from detection" by default (docs.ircamamplify.io, Model Coverage, read 10 November 2026). The release note explains the exclusion: "several older generators have effectively disappeared from current production usage, while continuing to contribute disproportionately to false-positive detections" (docs.ircamamplify.io, AIMD V2.3, read 10 November 2026). The home page shortens the list to "Suno, Udio, Sonauto, Eleven Labs, and more"; Sonauto is the generator the documentation now calls Treblo. The card counts eleven named generators, eight on by default and three opt-in.
The output is a probability, not a verdict. The results guide says "The AI probability indicates AIMD's assessment of whether the analyzed audio was generated using a supported generative AI model. It ranges from 0 to 100" and that "The suspected generator is only returned when the AI probability is above 50%" (docs.ircamamplify.io, Understanding AIMD Results, read 10 November 2026). The platform guide adds a reading rule: "An AI probability of 82% means the track is very likely to be fully AI-generated. It does not mean that 82% of the track was generated by AI" (docs.ircamamplify.io, Platform Guide, read 10 November 2026). An optional time analysis returns a probability per segment, and V2.3 adds C2PA manifest fields read from file metadata.
The vendor is Ircam Amplify of 1 Place Igor Stravinsky, 75004 Paris, which "translates IRCAM's research into products and services deployed at industry scale" and was "Founded in 2019" (ircamamplify.com/about-us, read 10 November 2026). The AIMD General Terms and Conditions, Version 2026.02, are a business-to-business contract governed by French law (app.ircamamplify.io, terms PDF, read 10 November 2026). The sibling cards that claim music are Resemble Detect, which lists Suno and Udio among its generators, and AI or Not, which sells music checks from one credit pool; neither is built for music alone.
Limits and plans
| Plan | Price | Limits | Checked on |
|---|---|---|---|
| Pay-as-you-go (Top-Up) | Request page: Our pay-as-you-go plan starts from 2,000 tracks; track credits bought in the app (Buy tracks, Track balance, Available for Top-Up accounts only); no price per track is published. | ||
| Enterprise | Platform guide: contract period, annual limit, Team page and shared workspace for Enterprise accounts; Enterprise Core plans return only the AI probability (no suspected generator, no time analysis); no price published. |
The limits are stated in the API guide. "Supported formats: AIF, AIFF, FLAC, M4A, MP3, MP4, OGG, WAV, WEBM", "Track duration: 3 seconds to 30 minutes", "Maximum number of files per request: 20" and a "Recommended minimum MP3 bitrate: 256 kbps", because "lower-bitrate or highly compressed audio may affect detection performance" (docs.ircamamplify.io, Audio Input Methods, read 10 November 2026). The platform guide prints a shorter format list, "AIFF, FLAC, M4A, MP3, MP4, OGG, WAV", with "mono or stereo" channels and "20 files at a time" (docs.ircamamplify.io, Platform Guide, read 10 November 2026). Three input routes exist: upload to Ircam Amplify Storage, a presigned URL on the customer's own storage, and an ISRC code "for partners with ISRC processing enabled", 20 per request. The home page states throughput rather than a cap: "Scan more than 250.000 tracks within 1 hour, depending on server capacity" (ircamamplify.com, read 10 November 2026).
No price is published. The request page says "Our team will review your application and, upon approval, provide a demo and a secure onboarding link. As a primarily B2B-focused solution, our offering is tailored to professional use cases" and "Our pay-as-you-go plan starts from 2,000 tracks" (ircamamplify.com/request-aimd, read 10 November 2026). The platform guide describes two account kinds, Top-Up accounts with a track balance and a "Buy tracks" button, and Enterprise accounts with a contract period, an annual limit and a Team page; "Time Analysis is not available on Enterprise Core plans", which return the probability alone (docs.ircamamplify.io, Platform Guide, read 10 November 2026). The API error table names a free account with credits ("Not enough credits on a free account. Nothing is charged.") and states no allowance, so the free tier field records none published.
Retention is stated as deletion after analysis. Article 6.4 of the terms reads: "Audio files submitted to the Service are processed solely for the purpose of performing the requested analytical output operations and, unless otherwise expressly agreed in the Applicable Contract, are automatically deleted or rendered inaccessible after completion of the analysis", and the vendor "does not use the submitted audio content to create proprietary catalogues or exploit protected works" (app.ircamamplify.io, terms PDF, read 10 November 2026). The retention rank field takes that clause as a stated zero, the reading the index gave Paperpal and StealthWriter. The vendor keeps aggregated "Service Metrics" for research and benchmarking, and the AI Use & Transparency Framework says log retention periods "are defined in the Applicable Contract and/or security schedule" (app.ircamamplify.io, framework PDF, read 10 November 2026); that framework is what the site's Privacy Policy link serves.
What the vendor claims
Home page (read 10 November 2026): 99% (accuracy). Less than 1% false positives. The world's most accurate solution to detect AI-generated music. AIMD V2.3 release note (scheduled October 22, 2026): Performance is measured on Ircam Amplify's internal benchmark datasets; At 50% threshold: Accuracy 99.7% (previously 99.6%), False positive rate 0.14% (previously 0.63%, a 78% relative reduction); At 80% threshold: Accuracy 99.1%, False positive rate 0.02%. No dataset size or composition is published.
The home page claim is a round number and the release note is a measured one. "99% [accuracy]" and "Less than 1% false positives" sit under the heading "The world's most accurate solution to detect AI-generated music" (ircamamplify.com, read 10 November 2026). The V2.3 note, for a release "scheduled October 22, 2026", states that "Performance is measured on Ircam Amplify's internal benchmark datasets" and prints, at the 50% threshold, "Accuracy 99.7%" ("Previously 99.6%") and a "False positive rate 0.14%" ("Previously 0.63%", a 78% relative reduction), and at the 80% threshold "Accuracy 99.1%" and "False positive rate 0.02%" (docs.ircamamplify.io, AIMD V2.3, read 10 November 2026). No dataset size, composition or date is published for the benchmark. The card writes the home page figure as 99% (accuracy) and quotes the release note beside it.
The vendor's own terms are more careful than its home page. Article 8.2 states that "no guarantee is given as to: the accuracy, completeness, or reliability of analytical outputs" and that outputs "may be affected by [...] transformations such as editing, clipping, transcoding, compression, remixing, stem separation, mastering, format conversion, excerpting, or other alterations", so "the Service does not guarantee definitive attribution, exhaustive detection, or error-free qualification of whether content is AI-generated, AI-manipulated, human-authored, or otherwise compliant with any legal or industry standard" (app.ircamamplify.io, terms PDF, read 10 November 2026). The framework adds that "AIMD outputs are decision-support information" and "do not constitute legal determinations, contractual determinations, or binding decisions".
The documentation sets no threshold. "There is no universal threshold for every use case. The appropriate threshold depends on the decision being supported and the relative impact of false positives and false negatives", and "Borderline results should be routed to human review rather than automatically accepted or rejected" (docs.ircamamplify.io, Platform Guide, read 10 November 2026). The results guide states that "The absence of an identified generator does not establish that a track is human-generated". A 99.7% on an unnamed internal benchmark and a terms clause that disclaims accuracy are both the vendor's statements, and the card keeps each with its source.
What independent studies found
No record in the index tested Ircam Amplify AIMD, read 10 November 2026 in the data file, and no indexed paper has scored any AI music detector; the study count on this card is zero. The speech records ASVspoof 5 and SAFE 2025 score anonymised entrants on spoken audio, and SAFE 2025 names ElevenLabs among its speech generators, which is a different product from the ElevenLabs Music generator AIMD covers.
Until a primary source scores the tool, the 99% and the 99.7% are the vendor's, as the 0.14% is, and the card ranks on none of them. A buyer comparing music detectors has, on this card, the vendor's benchmark figures, its release history from May 23, 2025 to V2.3 and its own disclaimer.
Where Ircam Amplify AIMD appears in the index
Rankings
- AIDI-R-06AI detectors ranked by stated data retention
- AIDI-R-07AI image, voice, video and code detectors ranked by independent studies
- AIDI-R-11AI detectors ranked by named integration surfaces
- AIDI-R-12AI detectors ranked by the upload formats the vendor states
- AIDI-R-17AI detectors ranked by the generator models the vendor names
Fits these use cases, questions and comparisons
The card appears on AI detectors by content type with music as its only column, and in studies by modality with zero records against one non-text type, read 10 November 2026 in the data file. It carries zero days into the retention field on the terms' deletion-after-analysis clause, eleven names into the generators field and 99% into the claim gap field with no study to pair it; it is absent from the study-based rankings, which need an indexed record, and from the free tier ranking, which finds no allowance. The voice and video question lists the cards that claim both media; this card claims neither, music being its single type. Every detector card on the register shows the same fourteen fields, so a music detector sold by application sits beside the per-second voice rates of Resemble Detect.
Questions about Ircam Amplify AI Music Detector
How accurate does Ircam Amplify say AIMD is?
99% (accuracy) with less than 1% false positives on the home page, and 99.7% (accuracy) with a 0.14% false positive rate at the 50% threshold on the vendor's internal benchmark datasets in the V2.3 release note, read 10 November 2026. No indexed study tested it.
Which AI music generators does AIMD detect?
Eleven named on the Model Coverage page read 10 November 2026: ACE-Step, ElevenLabs Music, Suno (versions 3 to 6), Lyria, Mureka, Riffusion, Treblo (formerly Sonauto) and Udio by default, plus Boomy, LDM2 and MusicGen as legacy opt-in generators.
How much does Ircam Amplify AIMD cost?
No price is published: access is by application, the pay-as-you-go plan "starts from 2,000 tracks", and Enterprise accounts run on a contract period with an annual limit, per the request page and platform guide read 10 November 2026.
What audio can you submit to AIMD?
AIF, AIFF, FLAC, M4A, MP3, MP4, OGG, WAV and WEBM files from 3 seconds to 30 minutes, 20 per request, with a recommended MP3 bitrate of at least 256 kbps, per the API guide read 10 November 2026.
Does Ircam Amplify keep the tracks you submit?
The terms (Version 2026.02) say submitted audio files "are automatically deleted or rendered inaccessible after completion of the analysis" unless a contract says otherwise, with aggregated service metrics retained, read 10 November 2026.
Is there an API for AIMD?
Yes: POST /aidetector/v2 and GET /aidetector/v2/{id} with OAuth client credentials, webhooks signed with HMAC-SHA256, and batches of up to 20 files, documented at docs.ircamamplify.io and read 10 November 2026.
Sources and revisions
Sources
- ircamamplify.comRead 10 November 2026
- ircamamplify.com/request-aimdRead 10 November 2026
- ircamamplify.com/about-usRead 10 November 2026
- docs.ircamamplify.io/api-docsRead 10 November 2026
- docs.ircamamplify.io/api-docs/aimd-guide/...Read 10 November 2026
- docs.ircamamplify.io/api-docs/aimd-guide/...Read 10 November 2026
- docs.ircamamplify.io/api-docs/aimd-guide/...Read 10 November 2026
- docs.ircamamplify.io/api-docs/release-not...Read 10 November 2026
- docs.ircamamplify.io/platform-guideRead 10 November 2026
- app.ircamamplify.io/terms-and-conditions-...Read 10 November 2026
- app.ircamamplify.io/privacy-policy-en.pdfRead 10 November 2026




