Best music transcription software: audio to sheet music

An MP3, a MIDI performance and a printed score need different tools. Some apps work out the notes from a recording. Others slow the recording down while you do the listening. A notation editor helps you turn the result into something another musician can read.

For audio to sheet music, start with AnthemScore or the appropriate ScoreCloud product. Klangio and Songscription are newer options worth trying on a short passage. For a free route, Basic Pitch converts audio to MIDI, which you can open in MuseScore Studio. Expect to edit the result.

If you’re working out a difficult guitar solo by ear, Transcribe! may be more useful than an automatic converter. If you already have MIDI, go straight to a notation editor. There is no need to make the computer identify notes you already recorded.

Prices and product details were checked in October 2026. Quoted prices are in US dollars. The personal observations below come from my original review, rather than a fresh comparison of the current versions. Newer alternatives are included for their documented features, without an accuracy ranking.

Choose by the file you have

For a music teacher, editable output can matter more than a quick PDF. You may need to change the key, simplify a rhythm or split parts for students. Check that export before paying.

AnthemScore

AnthemScore is a desktop option for turning an MP3, WAV or another supported audio file into notation. It runs on Windows, macOS and Linux. The spectrogram lets you compare the recording with detected notes and correct the result.

The current desktop editions are AnthemScore 6 Lite at $29, Professional at $39 and Studio at $99, all one-time purchases. Lite produces PDFs. Professional adds note editing and MIDI/MusicXML exports. Studio adds batch processing and lifetime updates. Lite and Professional include one year of updates, while the purchased version remains usable afterward.

For a score you can refine in another notation editor, Professional is the relevant starting point. A cheap PDF-only edition is less useful if you need to move notes around later.

In my original test, a recording with vocals, piano and drums produced a score with everything laid out on a piano grand staff. It wasn’t useful as a set of parts for musicians. That result belongs to the version tested at the time. It doesn’t establish how AnthemScore 6 will handle your recording.

Try a passage where you can check the notes yourself. Listen for missing notes, extra notes and octave errors, then look at the rhythm and barlines. A score can contain roughly the right pitches and still take a lot of work to read.

The current FAQ still identifies non-standard tuning as a limitation: recordings away from A440 may need pitch adjustment before processing. That matters if you’re transcribing an older recording or an instrument tuned to a different reference pitch.

The desktop trial is limited to the first 30 seconds of each song. AnthemScore also has a separate web service with subscriptions and its own free/trial conditions. Compare the desktop licence with the web plan before subscribing. They have different limits.

ScoreCloud

ScoreCloud suits musicians who want to play or sing an idea and work on the resulting notation. Its products need a little untangling: Studio handles desktop audio/MIDI notation, Songwriter creates lead sheets from voice-and-instrument recordings, and Express is a separate mobile app. Their features are not interchangeable.

The monthly plan comparison lists Free, Plus at $5.99, Songwriter at $11.99 and Pro at $20.99. Annual prices differ. First-time paid signups get ten free days of Pro.

Free includes monophonic voice recording and notation from MIDI performance, with ten songs saved in the cloud and watermarked printing. Plus adds polyphonic instrument recording and MIDI import/export. Audio-file transcription and MusicXML export require Songwriter or Pro, with the Songwriter plan providing those functions through the Songwriter program. Several desktop functions are unavailable on mobile.

That is a fairly important distinction if your plan is to upload a song, export MusicXML and finish it elsewhere. The free tier and Plus won’t cover that whole workflow.

In my original review, ScoreCloud recognized two voices in a simple recording, and I was impressed by how it handled that sample’s key changes. I also found that manually editing the score required musical understanding. I still consider that necessary if you want to catch errors rather than print whatever the software gives you.

You can insert a time-signature change midway through a piece using the Time Change command in the current Songwriter instructions. This corrects a limitation described in my original review.

Newer automatic transcription options

Klangio Transcription Studio

Klangio offers audio-to-notation tools for piano, guitar, vocals and other instruments, alongside Transcription Studio for broader arrangements. Its documented outputs include PDF, MusicXML, MIDI and Guitar Pro files.

The free tier provides short previews. Full-length transcriptions and editable exports require a paid plan. Check the selected product carefully: an instrument app, the notation-focused Studio and the audio-to-MIDI plugin cover different jobs.

For guitar transcription, try the tab output with a passage you can already play. The same pitch can sit in several places on a guitar. Correct pitches alone won’t tell you whether the fingering is sensible.

Songscription

Songscription accepts recordings and produces notation, MIDI, MusicXML and guitar tabs. Its current features include a multi-instrument mode and an editor for corrections.

Free transcriptions are limited to 30 seconds. Longer recordings and additional export formats require a paid plan. Use the short allowance to check a difficult section before committing to a full song.

I haven’t run these newer tools against the original review recordings. Try them on the same passage before choosing a subscription.

A free audio-to-sheet-music workflow

Spotify’s Basic Pitch converts audio to MIDI. MuseScore Studio turns that MIDI into a score you can edit, print and export. Both are free. MuseScore Studio is the desktop notation editor, separate from the score-sharing site’s subscriptions.

Basic Pitch supports polyphonic material, but its documentation says it works best with one instrument at a time. A clean solo recording is a sensible place to start. The open-source package also needs some technical setup if you run it locally.

1. Start with a short recording of one instrument. Trim silence and unnecessary background sound.
2. Convert the recording with Basic Pitch and save the MIDI file.
3. Import that MIDI into MuseScore Studio. Check the tempo, meter and import/quantization settings against the performance.
4. Correct pitches, note lengths, rests, voices and barlines. Listen back against the recording.
5. Add the details a player needs, then export a PDF for reading or MusicXML for another notation editor.

Quantization puts performed notes onto a rhythmic grid. Too fine a grid can leave a readable phrase full of tiny rests and awkward ties. Too coarse a grid can flatten rhythms you intended to keep. Compare a few measures before applying one setting to the whole piece.

This is a useful free option if you’re willing to do the cleanup. It doesn’t turn a dense band mix into a finished arrangement in one step.

Transcribe! for listening by ear

Transcribe! costs $39 plus applicable taxes, with a 30-day trial. It runs on Windows, macOS and Linux.

At first glance, Transcribe! gives the impression there’s very little going on, as if it’s just another audio player. Its value becomes clearer when you start marking up a track and repeatedly listening to the same difficult phrase.

You can add section, measure and beat markers during playback, slow a passage down without changing pitch and loop a selection. Spectrum analysis supplies note and chord guesses. I found those guesses particularly useful in the original review, as long as I checked them by ear.

EQ and channel controls can make a part easier to hear. They won’t reliably isolate every instrument or remove every vocal. Foot-pedal support is useful when your hands are occupied with an instrument.

Transcribe! doesn’t generate a finished score or MIDI transcription. Keep a notation editor or manuscript paper nearby. For working out a solo, that can be a perfectly reasonable division of labour.

Soundslice for writing alongside a recording

Soundslice’s transcription workflow combines slowed/looped audio or video with a notation and tab editor. You enter the notes and keep them linked to the recording.

It is worth considering if you prefer to listen and write in the same workspace. Check the plan’s recording and editing limits. Its printed-score scanning features are a separate job from identifying notes in audio.

GarageBand

GarageBand for Mac displays notation for MIDI/software-instrument regions. Dropping a WAV or MP3 into it doesn’t produce sheet music, and recording your voice doesn’t make the Score Editor identify the sung notes.

If you play the part on a MIDI keyboard, the note data already exists. Open the relevant region in the Score Editor to view it. This can be useful for checking a part you recorded while arranging music. Apple’s GarageBand for Mac guide covers the desktop workflow.

In my original review, I found the notation editing limited and couldn’t export MusicXML. For preparing parts and exchanging editable scores, I’d start with a dedicated notation editor. Don’t assume an iPhone or iPad copy of GarageBand has the Mac’s score workflow.

Dorico

Dorico suits musicians who want to write and refine a score, including music entered from a MIDI keyboard. An arbitrary audio recording still needs a transcription step before it becomes editable notes.

Dorico 6 SE is free for scores with up to eight players. Elements and Pro add features for larger or more demanding work. Check current regional pricing and edition limits before buying.

You can record MIDI and work on the notation afterward. Plan to tidy the performance into readable rhythm, then check voices, articulation and layout. Recording a passage doesn’t settle every decision about how another musician should read it.

In the original review, I found Dorico took some adjustment coming from other notation software. Try SE with a small piece before paying for features you may not need. MuseScore Studio is another free place to start if your main job is editing a MIDI or MusicXML file.

Getting a usable score from a recording

Choose a trial passage with the things you actually need: chords, a fast run, changing timing or an instrument entering over another part. An easy opening melody won’t tell you much about the chorus that caused the problem.

Check the result against the recording in small sections. Correct the starting beat and meter before spending an hour fixing notes against the wrong barlines. Then check pitches and durations, split voices or parts where needed, and add readable phrasing and dynamics.

For a full band recording, getting access to the individual recorded tracks can help. Stem separation is another option, but a separated stem can contain leakage or omit notes. A vocal, drum or guitar stem is still audio and needs its own transcription.

RipX DAW offers separation and note-level audio work. Melodyne offers audio-to-MIDI workflows, with capabilities depending on edition and host integration. Neither removes the need to check the score. Adding more conversion stages also adds places where errors can enter.

For a rehearsal, print or export one page first and play from it. A transcription that looks plausible on screen may be much less helpful on a music stand.

Music transcription questions

Can software convert an MP3 into sheet music?

Yes. Automatic tools can detect notes in an MP3 and produce notation or MIDI. The amount of correction depends on the recording and the result you need. A solo melody, piano arrangement and full band mix present different problems. Test the difficult section before buying.

What is the best free music transcription software?

For a free audio-to-score workflow, try Basic Pitch followed by MuseScore Studio. Basic Pitch generates MIDI and MuseScore handles notation. For singing or playing ideas directly into notation, check ScoreCloud’s free tier and its restrictions. A short free preview in a paid app is useful for evaluation, but won’t cover every full-song job.

Should I export MIDI, MusicXML or PDF?

MIDI carries note and performance data for instruments and DAWs. MusicXML transfers notation between score editors and is usually the useful choice when you want to keep editing a score. PDF preserves a page for viewing and printing. A PDF alone won’t give you the same editing options as MusicXML.

Can it transcribe guitar tabs or a whole band?

Some automatic tools offer guitar-tab and multi-instrument modes. Check the actual result. Guitar positions need to be playable, and separate written parts need the right notes assigned to the right instruments. A product offering those modes doesn’t tell you how much correction your recording will need.

For reading finished parts on a tablet or recording the next idea on your phone, see our guide to apps for musicians.

About the author

Keith has been a musician for over 30 years and writes about music software, recording and the practical work of making music.