AI drum transcription tools compared: from a recording to a drum chart

AI drum transcription promises the chart of any song in a minute. The tools on this page all try, and they differ in ways that decide whether the result is useful: whether they separate the drums from the mix before transcribing, what they give you back (a PDF to read, or MIDI and MusicXML to correct in notation software), whether you can fix the result inside the tool, and how you pay. Every accuracy figure on this page is the vendor's own claim, and the page says so.

By Raul Rodrigues. Checked on . 9 tools, every fact sourced.

Three questions

Which one should you try first?

What do you have?
What do you need?
Where will you use it?

Every row, one standard

The table

ToolKindPlatformsPrice modelDrums onlyUploadYouTubeIsolatesPDFMIDIMusicXMLEditorSyncedBillingClaimed accuracyApp StoreGoogle Play
Drum2Notes / Klangio Transcription StudioKlangio GmbHappiOS, Android, Webfreemium✓✓✓?✓✓✓✓?Tickets: one ticket turns a demo into a full transcription; tickets come with a monthly or yearly Pro (one app) or Ultimate (all apps) subscription, as gift card bundles, or as a single transcription without a subscriptionVendor's claim on klang.io, undated: "With state-of-the-art technology, your transcriptions have unparalleled accuracy." The App Store listing (version 1.8.1) adds: "This app won't detect 100% of the music recognition and there will also be wrong detections."4.8 (4)1.9 (46)
Backbeat ForgeHannes SoftwaredesktopWindows, Linuxfreemium✓✓✕✓✓✓✕✓✓One-time Professional license for one machine (also a three-seat Team license), activated with an emailed key or through the Microsoft StoreNone stated; the maker says "Low-confidence detections remain reviewable instead of being presented as certain."not on this storenot on this store
DrumConvertLa Touche MusicalewebWebfreemium✓✓✓✓✓✓✓✓?Subscription, monthly or annual: Solo (one app) or Galaxy and Universe (all apps), each with a monthly conversion quota"DrumConvert transcribes your scores with up to 92% accuracy."not on this storenot on this store
DrumscribDrumscrib (Morgan Chabaud)webWebone-time✓✓??✓✓?✕?Per transcription: one sheet music or a bundle of 5 or 10, each with a synthetic drum track; MuseScore and MIDI files are an extra per transcription; no subscription"we currently detect more than 95% of notes on average, but it can be less sometimes" (news post of 2024-03-18, version 0.3); the version 0.4 post (2025-06-08) claims "30% less detection errors from previous version". The service says it is in beta with "still some transcription errors".not on this storenot on this store
NotaGen Drum TranscriptionNotaGen (notagen.ai)webWebfreemium✕✓???✓???Credits: monthly sheet music credits on a Starter, Standard or Premium subscription (monthly or annual), or credit packs; audio drum transcription "costs a few credits per song""It captures the core groove well on most mixes: kick, snare, hi-hat, and cymbal placement." It also says dense or heavily processed drums can lose detail.not on this storenot on this store
Paradiddle.aiParadiddle (paradiddle.ai)webWebfreemium✓✓?✓?✓✓✓✓Song packs paid as you go (credit packs), or a Pro subscription, monthly or annual, with unlimited transcriptions; failed transcriptions are refunded"nearly 9 of every 10 hits transcribed correctly"; "About 0.86 F1 on drum onset + classification, measured August 2026 on the public MDB benchmark" (vendor's own, self-reported figure)not on this storenot on this store
Play Drums Online AI Drum TranscriptionMobilefunkwebWebfreemium✓✓✓✓✓✓?✓✓Subscription (Basic or Premium), billed once a month or year; Premium lists unlimited AI-generated sheetsNone stated; the terms say "We offer no guarantees to the accuracy or correctness of the paid services and products."not on this storenot on this store
SongscriptionSongscriptionwebWebfreemium✕✓✓?✓✓✓✓?Subscription (Plus or Pro), billed monthly or annually, with a monthly credit allowance counted in transcription minutes; Enterprise by contact"Our transcription technology is incredibly accurate for single-instrument recordings, particularly piano." On drums it says the model "gives you a strong starting point".not on this storenot on this store
Soundslice (manual transcription)Soundslice LLCwebWebfreemium✕✓✓stem for manual work✓✓✓✓✓Subscription (Plus, or Teacher for educators), billed monthly or yearlyNot applicable: it does not transcribe automatically. Of automatic transcription it says: "No software in the world does that with any reasonable degree of accuracy."not on this storenot on this store

Ratings and review counts are the stores' own, pulled on 2026-10-07. A cross means the feature is not there; a question mark means neither the store listing nor the maker says. No prices on purpose: they change monthly and the price model does not.

One by one

What each one is for, and what it is not

Drum2Notes / Klangio Transcription Studio

Klangio GmbH · app · iOS, Android, Web · freemium

Drum2Notes turns a phone recording, an uploaded file or a YouTube link into drum notation for kick, snare, toms and cymbals that you can play back, fix in its Edit Mode and export as PDF, MIDI or MusicXML, in the browser or in iPhone and Android apps. Know before choosing it that Klangio contradicts itself on full mixes: the App Store listing says it works only with drum recordings, while the website and Google Play say it transcribes drums with other instruments playing, so run a free 20-second demo on your own song first.

Best for
Chart from a recording, Try free, Editable output
Not for
Drummers who need to know before paying whether it will handle a full band mix, since Klangio's own listings disagree.
Someone does it better
Paradiddle.ai separates the drums from the mix before transcribing and publishes its own dated accuracy figure, where Drum2Notes describes no separation step and gives no figure.
Free tier
Unlimited demo transcriptions of the first 20 seconds of a recording, with PDF download only and the Edit Mode switched off; full songs, MIDI, MusicXML and editing need a ticket.
Stores
App Store 4.8 (4) listing. Google Play 1.9 (46) listing. Maker
Sources (15)
  • Inputs: record, upload or YouTube link. Record, upload or paste in a YouTube link of music. source
  • Website says it works with other instruments playing. Capable of transcribing drums, even multiple other instruments playing simultaneously. source
  • Google Play listing says the same. Transcribes drums even when other instruments are present source
  • App Store listing says drums only. As the name suggests, Drum2Notes will work only with drum recordings. source
  • App Store listing says no instrument separation. The note recognition can't separate multiple instruments. source
  • Exports. Export your notes as sheet music PDFs, quantized or unquantized MIDI files and MusicXML. source
  • Editor. Adjust your notes directly in the app, with our Edit Mode. source
  • Platforms. Use Drum2Notes directly in your browser and as mobile apps for Android and iOS. source

7 more in the full Markdown version of this page.

Drumscrib

Drumscrib (Morgan Chabaud) · web · Web · one-time

Drumscrib is a drum-only service from a one-person team that turns a full studio recording into a drum PDF in standard or Agostini notation plus a synthetic drum MP3 of the detected hits, and it writes flams, drags and ghost notes. Know before choosing it that it is still in beta (version 0.4), there is no free try on your own song, and fixing notes means paying extra for the MuseScore file and editing it in MuseScore.

Best for
Pay per song, From a full mix, Chart from a recording
Not for
Drummers who want to correct the chart in the browser or test the tool free on their own song before paying.
Someone does it better
DrumConvert lets you edit the score in the browser and exports MusicXML, while Drumscrib's editing needs a paid MuseScore file opened in outside software.
Free tier
No free transcription of your own song; three sample transcriptions on the homepage, with PDF, audio, MuseScore and MIDI files, can be downloaded free.
Stores
App Store not on this store. Google Play not on this store. Maker
Sources (12)
  • Full mix input. one complete track (original recording, can be a mix with other instruments) source
  • Upload formats. Allowed file types: (.wav, .mp3, .m4a/.mp4 (audio)) source
  • Custom PDF output. Custom PDF (notation (standard/agostini), formatting (+/- pages)) source
  • Synthetic drum track. A tempo-corrected MIDI track with all detected drum hits replaced with MIDI sounds. source
  • Beta status. It's in beta, there are still some transcription errors, but it gets better and better. source
  • Free samples only. Download these free sheet music and backing tracks made automatically by Drumscrib. source
  • Editing happens in MuseScore. Can you edit the transcription? Yes, with the MuseScore file included as an extra. source
  • Best input per the vendor. it works best on "modern" pop/rock/metal studio recordings. source

4 more in the full Markdown version of this page.

Paradiddle.ai

Paradiddle (paradiddle.ai) · web · Web · freemium

Paradiddle.ai splits the drums out of a full song, then gives you engraved drum notation with a playback cursor locked to the recording, flags the hits it was least sure of for a quick check, and exports MusicXML or MIDI. Know before choosing it that it is a new web-only service (terms dated 2026-07-01) whose pages name only MusicXML and MIDI exports, with no PDF export listed and no app.

Best for
Chart from a recording, From a full mix, Editable output, Pay per song
Not for
Drummers who want a printable PDF straight from the tool or a phone app.
Someone does it better
Klangio's Drum2Notes runs as iPhone and Android apps as well as in the browser and exports a PDF sheet, while Paradiddle.ai is web only with MusicXML and MIDI exports.
Free tier
Your first transcription is free with an account and no card; after that you buy song packs or subscribe.
Stores
App Store not on this store. Google Play not on this store. Maker
Sources (9)
  • Separates drums before transcribing. We split the drums out of the mix and run them through a model trained on real records, not loops, not MIDI. source
  • Upload input; links only tried. Drop in an audio file: studio cut, live take, a phone recording of your own demo. Got a link? We'll try that too. source
  • Synced cursor, editing, exports. Get engraved, editable sheet music with a cursor locked to the audio. Fix anything, export MusicXML or MIDI. source
  • Review queue. flags the handful of hits it was least sure of and tells you why. source
  • Export formats. Edit any note, then export MusicXML (for Sibelius, MuseScore, Dorico) or MIDI. source
  • Free first song and billing. Your first transcription is free, no card. After that, buy songs in a pack or go unlimited. source
  • Credit packs or subscription. transcriptions are paid for with credit packs or a subscription. source
  • Terms date. Last updated: July 1, 2026 source

1 more in the full Markdown version of this page.

Songscription

Songscription · web · Web · freemium

Songscription transcribes drums as one of nine instruments it lists, from an uploaded file, a YouTube, Instagram or TikTok link, or a browser recording, and lets you fix notes in its editor before exporting PDF, MIDI, MusicXML or Guitar Pro. Know before choosing it that drums are not its focus: Songscription calls its drum model one of its newer ones and itself advises isolating the drums with a separate stem-splitting tool when they sit in a band recording.

Best for
Try free, Editable output, Chart from a recording
Not for
Drummers who want a tool built around drum notation rather than a general transcriber where drums are one instrument among many.
Someone does it better
DrumConvert is built for drums and isolates the drums in the mix itself, while Songscription tells you to split the stems with another tool first.
Free tier
A Free plan with 30-second transcriptions, always available with no card, plus a 14-day trial for longer transcriptions; PDF, MIDI, MusicXML and Guitar Pro exports are unlocked on the paid plans.
Stores
App Store not on this store. Google Play not on this store. Maker
Sources (10)
  • Drums are one of many instruments. Transcribe piano, guitar, bass, violin, flute, trumpet, saxophone, drums, or vocals on their own source
  • Inputs. paste a YouTube, Instagram, or TikTok link, or record audio directly. source
  • Exports. These can be exported in PDF, MIDI, MusicXML, or GuitarPro format. source
  • Editor. You can also ask Annie, the editor's AI assistant, to make changes for you in plain words. source
  • Free plan. Yes, there's a Free plan with free 30-second transcriptions, always available and no card required. source
  • Monthly credits on paid plans. 600 credits / month source
  • Isolate drums first with another tool. If your drums are inside a band recording, isolating them first with a stem-splitting tool gives the model a clearer signal. source
  • Drum model is new. the drum model is one of our newer ones source

2 more in the full Markdown version of this page.

NotaGen Drum Transcription

NotaGen (notagen.ai) · web · Web · freemium

NotaGen's drum page turns an MP3, WAV, FLAC, M4A or OGG file into five-line drum notation with an ASCII drum tab underneath, and does the same free in your browser for a drum MIDI file, which suits drummers learning to read or checking a programmed groove. Know before choosing it that audio goes through a general multi-track transcription before the drum channel is pulled out, every hit is quantized to sixteenth notes at one dynamic, and very fast fills or triplets may simplify.

Best for
Chart from a recording, Learn to read
Not for
Drummers who need dynamics, accurate triplet fills or a polished printable chart from audio.
Someone does it better
Paradiddle.ai separates the drums before transcribing and gives an editable engraved score with a cursor locked to the recording, while NotaGen renders a quantized chart from general multi-track MIDI with uniform dynamics.
Free tier
Drum MIDI files turn into notation and ASCII tab free in the browser with no sign-up; audio transcription needs an account and credits.
Stores
App Store not on this store. Google Play not on this store. Maker
Sources (10)
  • What the drum tool does. Upload a song recording or a drum MIDI file and read the drum part back as standard drum notation and an ASCII drum tab source
  • Audio goes through multi-track MIDI first. For audio, an AI model transcribes the recording into a multi-track MIDI file first. source
  • Free MIDI path, credits for audio. Audio transcription requires signing in and uses credits, while the MIDI path stays free. source
  • MIDI download and editing. You can also download the transcribed MIDI itself and refine it in an editor. source
  • Uniform dynamics. every hit is written at a uniform dynamic source
  • Refine the result in the MIDI editor. treat the result as a strong first draft you can refine in the MIDI editor source
  • Sixteenth-note grid limits. Very fast fills or triplet-based patterns may simplify slightly under this grid. source
  • Cost per song in credits. Audio transcription runs on our AI model and costs a few credits per song. source

2 more in the full Markdown version of this page.

DrumConvert

La Touche Musicale · web · Web · freemium

DrumConvert takes a YouTube link, an audio or video file or a recording made in the browser and returns a drum score you can adjust in its built-in editor and export as PDF, MIDI or MusicXML, with a Solo mode for drum-only takes and a Multi-instruments mode that isolates the drums in a mix. Know before choosing it that it is a subscription with a monthly conversion quota, the free plan stops each conversion at 30 seconds, and the vendor says results depend heavily on how clearly the drums sit in the mix.

Best for
From a full mix, Try free, Editable output, Chart from a recording
Not for
Drummers who transcribe only a few songs a year and do not want a monthly subscription.
Someone does it better
Backbeat Forge separates and transcribes on your own computer for a one-time license and lets you review the chart with a stem mixer over the separated drums and accompaniment, while DrumConvert is a cloud subscription with monthly quotas.
Free tier
A Free forever plan with conversions limited to 30 seconds, PDF, MIDI and MusicXML export and 10 sheet edits.
Stores
App Store not on this store. Google Play not on this store. Maker
Sources (9)
  • Inputs. YouTube link, audio/video file, or direct recording on browser. source
  • Multi-instruments mode isolates the drums. Isolation of the drums in your mix and faithful transcription, note for note. source
  • Solo or full mix. Transcribes drums, whether they are solo or integrated into the mix. source
  • Built-in editing. Adjust your sheet music immediately after generation. source
  • Exports. PDF, MIDI, and MusicXML ready to use anywhere. source
  • Free plan limit. Conversion limited to 30 seconds source
  • Free first 30 seconds. The first 30 seconds are free. source
  • Input quality matters. Drum transcription depends greatly on the clarity of the drums in the mix. source

1 more in the full Markdown version of this page.

Play Drums Online AI Drum Transcription

Mobilefunk · web · Web · freemium

Play Drums Online turns a YouTube song, or your own MP3 on a paid plan, into drum notation inside its site, isolates the drum stem so you can set the drum and backing track volumes separately, and lets you play the result as sheet music that lights up in time, as a rhythm game with an e-drum kit, or fix it in its MIDI editor. Know before choosing it that the free plan includes one transcription, MP3 upload and PDF download need a paid plan, and only the Premium plan lists unlimited AI-generated sheets.

Best for
Learn to read, From a full mix, Try free
Not for
Drummers who need MusicXML for notation software or want to upload their own audio without paying.
Someone does it better
DrumConvert exports MusicXML for notation software, which Play Drums Online does not list; its exports are PDF and MIDI.
Free tier
A free account includes one AI transcription from a YouTube search or link; MP3 upload and PDF download need a paid plan (Basic or Premium), and only Premium lists unlimited AI-generated sheets.
Stores
App Store not on this store. Google Play not on this store. Maker
Sources (9)
  • MP3 or YouTube input. Turn any MP3 or YouTube link into drum sheet music automatically transcribed by AI in seconds. source
  • Isolates the drum stem. Our AI isolates the drum stem, transcribes every kick, snare and hi-hat into a playable drum tab source
  • Sheet lights up in sync. Drum sheet music scrolls and lights up in sync with the song source
  • MIDI editor. Every note can be moved, added or removed, so you can correct the AI or add your own interpretation. source
  • Exports. Export as MIDI for your DAW or as a printable PDF drum sheet. source
  • Free plan allowance. Your free plan includes 1 transcription. source
  • Paid features. Go unlimited with Premium plus MP3 upload and PDF downloads. source
  • Subscription billing. You will get billed once a month or year depending on your subscription. source

1 more in the full Markdown version of this page.

Backbeat Forge

Hannes Software · desktop · Windows, Linux · freemium

Backbeat Forge is a desktop drum transcription workbench that separates the drums from a full mix on your own computer, or takes an isolated drum stem, keeps low-confidence hits open for review, and lets you correct kit piece, timing, velocity and articulation in a five-line score with a playhead that follows the source audio and a stem mixer. Know before choosing it that it runs only on Windows and Linux, imports local files only, has no MusicXML export, and editing plus PDF and MIDI export need the paid license.

Best for
Editable output, From a full mix, Chart from a recording
Not for
Mac, iPhone or Android users, and anyone who wants to paste a YouTube link.
Someone does it better
DrumConvert takes YouTube links and exports MusicXML in any browser, while Backbeat Forge needs a Windows or Linux computer, local files and has no MusicXML export.
Free tier
The free Community Edition runs drum detection and shows the five-line score; editing, quantization and PDF and MIDI export need the one-time Professional license.
Stores
App Store not on this store. Google Play not on this store. Maker
Sources (10)
  • What it is. a local drum-transcription workbench for turning a full mix or isolated drum stem into readable, editable five-line drum notation source
  • Local drum separation. Full mixes can use local HTDemucs drum separation; isolated stems skip that work. source
  • Imports local files only. A local full mix or isolated drum stem in WAV, MP3, FLAC, OGG, M4A, or AAC, plus percussion MIDI in .mid or .midi. source
  • Playhead follows source audio. Backbeat Forge follows the written playhead while the source audio plays source
  • No MusicXML export. Backbeat Forge does not currently advertise MusicXML export. source
  • Free Community scope. Community keeps drum detection and five-line score viewing available for evaluation. source
  • One-time license. One-time professional license with one machine-bound activation for one user, plus editing, quantization, PDF export, MIDI export, and offline updates. source
  • Linux builds. Use the DEB package on Debian/Ubuntu, RPM on Fedora/RHEL, or AppImage when you want a portable build. source

2 more in the full Markdown version of this page.

Soundslice (manual transcription)

Soundslice LLC · web · Web · freemium

Soundslice does not transcribe drums for you; it is a notation editor synced to a YouTube video or recording, with precise loops, slow-down without pitch change and, on the Plus plan, an auto-generated drum stem, so you can work a part out by ear and then practice from it. Know before choosing it that every note is yours to enter, and uploads, exports and stems need the paid plan.

Best for
Learn to read, Try free
Not for
Anyone who wants audio turned into drum notation automatically, since Soundslice says plainly that it does not do that.
Someone does it better
Paradiddle.ai and Klangio's Drum2Notes produce a first-draft drum chart from a recording in minutes, while Soundslice leaves every note to you.
Free tier
A free account lets you transcribe YouTube videos by hand in the notation editor with no limit on the number of slices; uploads, exports, auto-generated stems and MIDI note entry need the Plus plan.
Stores
App Store not on this store. Google Play not on this store. Maker
Sources (8)
  • No automatic transcription. Does Soundslice transcribe automatically? No. No software in the world does that with any reasonable degree of accuracy. source
  • Free YouTube transcription. With a free account, you can use Soundslice to transcribe YouTube videos. source
  • Uploads need Plus. With a paid account (the “Plus” plan), you can transcribe MP3 files and video files you’ve uploaded directly to our site. source
  • Exports on paid plans. You can export in MusicXML, GPX (Guitar Pro), PDF and MIDI. source
  • Notes played against the recording. listen to your transcribed notes overlayed with the original recording source
  • Loops and slow-down. Make precise loops, slow down without changing pitch, and navigate to exact moments. source
  • Drum stem generation (Plus and above). Auto-generate stems for vocals, drums and bass source
  • General, not drum-specific. Our player works beautifully with any type of music. source

What the data says

What we found

Every accuracy number on this page is the vendor's own

Drumscrib says it detects more than 95 percent of notes on average (a 2024 claim about an earlier version). DrumConvert says up to 92 percent. Paradiddle says nearly 9 of every 10 hits, measured in August 2026 on its own test set. Klangio says its accuracy is unparalleled, with no number. PlayDrumsOnline's terms say it offers no guarantee of accuracy, and Soundslice, which sells a manual workflow, says no software transcribes automatically with any reasonable accuracy. Each vendor tests on its own songs, so the numbers cannot be compared with each other.

Separating the drums first is the dividing line

Four tools say they pull the drums out of the mix before transcribing: Paradiddle, DrumConvert, PlayDrumsOnline and Backbeat Forge. Klangio's own listings disagree about whether its app handles a full mix, Songscription's own drum guide tells you to split the stems with another tool first, and NotaGen says dense mixes lower the quality. If you only have the finished song, either pick a tool that isolates the drums, or take the drums out yourself first and give it the drums-only track.

Most sell a subscription; four let you pay per song

Seven of the nine sell a monthly or yearly subscription, usually with a credit or conversion allowance. Four let you pay for one song or a small pack instead: Klangio sells a single transcription, Drumscrib sells singles and bundles with no subscription at all, Paradiddle sells song packs, and NotaGen sells credit packs. Backbeat Forge is the one one-time licence, for Windows and Linux. If you transcribe a song now and then, the Billing column matters more than the feature list.

Method

How we checked

Where the facts come from. Every spec, feature tick and claim comes from the maker's own page, a store listing, a manual or a retailer's spec sheet, read on 2026-10-07, and the exact words relied on are kept with each row (open "Sources" on any card). Store ratings and review counts, where an app exists, are the stores' own on that date, pulled through Sonar, an app-store analytics service. A feature is marked yes only when one of those sources says it; when none does, it is shown as unknown rather than as no.

How it was checked. Every row was researched once and then handed to a second, independent pass whose only job was to break it: open the same pages, check every spec, every tick, every rating and every quote. Rows it could not confirm were corrected, marked unknown, or dropped before publishing.

What this page does not measure yet. Accuracy. Every accuracy figure in the table is the vendor's own claim, quoted, and vendors measure on their own test songs. We have not run the same recordings through every tool and counted the wrong hits; when we do, the method and the songs will be here. In the reviews we have read, the common experience is a usable draft that needs correcting, better from a drums-only track than from a full mix.

No prices. Credits, plans and trials change often. The table says how each tool bills; the vendor shows today's price.

FAQ

Questions drummers ask about ai drum transcription tools compared: from a recording to a drum chart.

It can produce a useful draft, and the vendors claim high accuracy on their own tests. In practice, expect to correct fills, ghost notes, and which cymbal is which, and expect better results from a drums-only track than from a full mix. The Claimed accuracy column quotes each vendor; none of it is our measurement.

Upload the recording to a drum transcription tool, or paste a link where that is supported, and download the result as a PDF to read or as MusicXML or MIDI to correct in notation software. If the tool does not separate the drums first, removing them from the mix yourself, with a drum remover, usually gives a cleaner result.

Most tools let you try a short excerpt or one song free, then charge by credits, per song or by subscription. The Free trial details are on each card, and the Billing column says how each one charges.

If you are learning, yes, at least for the hard bars: transcribing by ear trains the ear the AI is replacing. A slow-down app with a loop makes it much easier, and the AI draft can be the starting point you check against the record.

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