Audio to MIDI · online tool and model guide

Audio to MIDI: Compare audio-to-MIDI routes for full mixes, piano recordings, multi-instrument demos, and encoding repair. Includes model boundary, inputs, outputs, use cases, limitations, sources, and matching tool links.

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Matching tools

Multi-Instrument MIDI Transcription (YourMT3+)

Multi-track MIDI drafts for scoring, arranging, harmony analysis, and DAW cleanup

Model boundary

MIDI / transcription
Multi-track MIDI drafts for scoring, arranging, harmony analysis, and DAW cleanup
Editable MIDI drafts from full mixes, plus cleaner solo/common-instrument inputs such as piano/keyboard, guitar, bass, drums, strings/winds, and vocal drafts
YourMT3+ YPTF.MoE+Multi noPS
BS-RoFormer SW Fixed 6-stem pre-split

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Multi-Instrument MIDI Transcription (MIROS)

MIROS-generated MIDI for multi-instrument transcription review and DAW cleanup

Model boundary

MIDI / transcription
MIROS-generated MIDI for multi-instrument transcription review and DAW cleanup
Challenge-winning MIROS route for classical/chamber multi-instrument MIDI drafts and aggregate solo-instrument comparison, without public per-instrument solo rankings
MIROS MusicFM multi-decoder
BS-RoFormer SW Fixed 6-stem pre-split

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Piano TransKun V2 No Pedal Ext

Piano MIDI whose note offsets follow the No Pedal Ext/key-release target; use it to inspect physical note boundaries rather than pedal-extended acoustic...

Model boundary

MIDI / transcription
Piano MIDI whose note offsets follow the No Pedal Ext/key-release target; use it to inspect physical note boundaries rather than pedal-extended acoustic duration.
Turn piano performances into editable MIDI with note endings at key release
TransKun V2 No Pedal Ext (packaged 2.0.pt)

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TransKun V2 No Pedal Ext (packaged 2.0.pt)Yujia-Yan/TransKunTransKun official model cardstranskun PyPITransKun ISMIR 2024TransKun V2ByteDance Pianobytedance/piano_transcription

Piano transcription · TransKun V2 Aug

Piano MIDI from the separate V2 Aug checkpoint, useful for comparing against the default V2 route

Model boundary

MIDI / transcription
Piano MIDI from the separate V2 Aug checkpoint, useful for comparing against the default V2 route
Compare its transcription with TransKun V2 on the same recording to decide which version better matches the performance.
TransKun V2 Aug

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Piano MIDI · Aria-AMT

Piano MIDI; Aria-AMT is a seq-to-seq piano transcription route for clean solo-piano MIDI drafts.

Model boundary

MIDI / transcription
Piano MIDI
Aria-AMT is a seq-to-seq piano transcription route for clean solo-piano MIDI drafts.
Aria-AMT piano-medium-double-1.0

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Aria-AMT piano-medium-double-1.0EleutherAI/aria-amtAria-MIDI HF datasetpiano-medium-double-1.0.safetensorsAria-AMT paperTransKun V2Yujia-Yan/TransKunTransKun ISMIR 2024

Piano Pedal AMT

Generates piano MIDI with sustain-pedal events (CC64).; Pedal timing, velocity, and note lengths preserved for score cleanup and DAW playback

Model boundary

MIDI / transcription
Generates piano MIDI with sustain-pedal events (CC64).
Pedal timing, velocity, and note lengths preserved for score cleanup and DAW playback
ByteDance Piano CRNN note+pedal

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ByteDance Piano CRNN note+pedalbytedance/piano_transcriptionCRNN note/pedal checkpointTelkNet music-to-midi workflowPiano transcription with pedalsTransKun V2Yujia-Yan/TransKunTransKun ISMIR 2024

MuScriptor Multi-Instrument Transcription

MuScriptor-large creates an editable multi-instrument MIDI draft from a mix. Check every expected part: even clearly audible passages can be omitted.; MIDI

Model boundary

MIDI / transcription
MIDI
Edit notes, instrumentation and performance details.
MuScriptor-large

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MuScriptor-largeMuScriptor source (pinned)MuScriptor-large weights (pinned)MuScriptor paperMuScriptor Table 1D_Test / CFG=1Paper Table 1YourMT3+

Vocal Melody to MIDI

One editable note MIDI from each selected model. Lyrics, vibrato curves and the rest of the arrangement are not included.

Model boundary

MIDI / transcription
One editable note MIDI from each selected model. Lyrics, vibrato curves and the rest of the arrangement are not included.
Copying a sung melody into a DAW for editing, doubling, synth programming or a notation draft.
GAME
ROSVOT

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Single-instrument recording to MIDI · Basic Pitch

Spotify Basic Pitch transcribes polyphonic performances from nearly any instrument, including voice, into MIDI and optional note-event CSV with pitch...

Model boundary

MIDI / transcription
MIDI / CSV
Edit notes, instrumentation and performance details.
Basic Pitch

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Basic PitchBasic Pitch source and weights (pinned)ICASSP 2022 paperBasic Pitch paper, Table 2NMPMolinaPaper Table 2GuitarSet

Drums to MIDI · ADTOF Plus / Direct

Choose ADTOF Plus for a complete mix: it runs MDX23C drum separation, five-stem drum separation, ADTOF transcription, and velocity/hi-hat post-processing.

Model boundary

MIDI / transcription
MIDI
Edit notes, instrumentation and performance details.
ADTOF Plus
ADTOF Direct · PyTorch

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ADTOF PlusADTOF Direct · PyTorchADTOF Plus source (pinned)ADTOF PyTorch source (pinned)ADTOF Plus paperADTOF ISMIR 2021 paperPinned ADTOF Plus technical guideOriginal ADTOF source

Guitar Tablature · SynthTab / TabCNN

Choose SynthTab Universal, GuitarSet, EGDB or IDMT for clean/acoustic and matched guitar domains, or GuitarProFX TabCNN for electric-guitar tones...

Model boundary

MIDI / transcription
MIDI / JSON / CSV
Practice and review guitar performances by string and fret.
SynthTab Universal
SynthTab GuitarSet

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SynthTab UniversalSynthTab GuitarSetSynthTab EGDBSynthTab IDMT-SMT-GuitarTabCNN (GuitarProFX)SynthTab source and checkpoints (pinned)SynthTab paperCrispASR runtime (pinned)

Chord Progression (ChordMini BTC)

Analyze a song chord by chord and export the progression as MIDI plus a timestamped chord table. ChordMini BTC is the default

Model boundary

MIDI / transcription
MIDI / CSV / JSON
Analyze tempo and harmony for arranging, mixing and DAW projects.
ChordMini BTC
ChordMini 2E1D

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ChordMini BTCChordMini 2E1DOmnizart ChordV1ChordMini BTC CL (full)ChordMini paper (2026)ChordMini 2E1D CL (full)Omnizart source (pinned)Omnizart ChordV1 checkpoint

MIDI converter

Browser-local MIDI output in the selected encoding; notes, timing, tempo, velocity, and controllers are kept unchanged

Model boundary

MIDI / transcription
Browser-local MIDI output in the selected encoding; notes, timing, tempo, velocity, and controllers are kept unchanged
Garbled MIDI lyrics, track names, instrument names, markers, cue points, and copyright text cleanup
MIDI encoding converter

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MIDI encoding convertermason369/midi-encoding-converterMIDI SMF specificationManual DAW exportMIDI specsOfficial repositorycurrentMIDI charset converter