What does "audio to MIDI" actually mean?
Audio to MIDI conversion turns an MP3, WAV, or any recorded performance into editable MIDI notes you can use inside a DAW. Audio files store a recorded sound wave; MIDI files store instructions - which notes to play, when, how loud, how long. That's why MIDI is so useful: once your melody exists as MIDI, you can change the instrument, fix wrong notes, transpose the key, quantize the timing, or rebuild the whole arrangement around it.
Converting audio to MIDI reverses the recording process. Software listens to a recording, detects the pitches and rhythms inside it, and writes them as editable MIDI notes. It's the musical equivalent of speech-to-text - and just like speech-to-text, it works well on clean, single-source material and struggles when many sounds play at once.
This guide covers five ways to do it, from a free online AI converter to built-in DAW tools, plus how to get the best accuracy and how to fix the wrong notes every method occasionally produces.
First, know what you're converting: melody, chords, or drums
Every audio-to-MIDI method works differently depending on the material. Before you start, sort your audio into one of three buckets:
Melody (monophonic): one note at a time - a vocal line, a hummed idea, a bass riff, a lead synth. This is the easiest case and converts with high accuracy in almost any tool.
Chords (polyphonic): multiple notes at once - piano, rhythm guitar, string pads. Harder, because the software must untangle overlapping harmonics. Modern AI handles it well; older tools don't.
Drums (percussive): no pitch to detect, just hits. Needs a tool with a dedicated drum mode that maps hits to a kit (kick, snare, hats), not a pitch detector.
Quick rule: use a free online AI converter for melodies and chords when you want fast results, Ableton for drums, Logic or FL Studio for native DAW workflows, and Melodyne when manual correction matters more than speed.
How to convert audio to MIDI
To convert audio to MIDI:
Choose the right method for your source: melody, chords, or drums
Upload or import your MP3, WAV, M4A, or FLAC file
Run the converter or DAW transcription tool
Download or create the MIDI file
Open the MIDI in your DAW and fix wrong notes, timing, and velocity
One warning before you start: every converter works best on a short, clean clip with one instrument or stem. Full mixes, heavy reverb, and low-quality MP3s create more wrong notes in every tool - details in the audio quality section below.
Best audio to MIDI converters compared
Method | Melody | Chords | Drums | Cost / requirement | Best for |
|---|---|---|---|---|---|
RaoMusic online AI | Strong | Strong | Limited | Free starter credits; 10 credits per conversion | Fast results, no DAW, polyphonic sources |
Ableton Live | Strong | Limited | Best | Live Standard or Suite | Ableton owners, drum loops |
Logic Pro Flex Pitch | Strong | Not designed for it | No | Logic Pro (Mac only) | Logic owners, vocals and basslines |
FL Studio Edison | Strong | Limited | No | Included with FL Studio | FL owners |
Melodyne | Strong | Best | No | Paid; DNA polyphonic analysis requires Editor or Studio | Pro work, messy polyphonic material |
No single tool wins everything. The sections below explain each method, when it's the right choice, and how to use it.

Use the table to match the tool to the source material.
How to convert audio to MIDI online (free option)
Online AI converters are the fastest route - no DAW required, no plugins to install. RaoMusic's audio to MIDI converter runs on Spotify's Basic Pitch model, which was trained specifically for music transcription and handles monophonic and polyphonic sources like vocals, piano, and guitar.
How it works:
Upload your audio (MP3, WAV, M4A, or FLAC, up to 10 minutes) - a vocal, a hummed melody, piano, guitar, or bass
The AI detects pitch, timing, and chords and writes them as MIDI notes - usually in under a minute
Download a standard .mid file
Open it in Ableton Live, Logic Pro, FL Studio, Reaper, GarageBand, Cubase - or clean it up first in RaoMusic's online MIDI editor
Each conversion uses 10 credits, and new users get 50 free credits to start - enough for several conversions before paying anything.
Pros: No software to install, polyphonic support for layered sources like piano and guitar, works on Mac, Windows, or phone
Cons: Dense full-mix conversions need note cleanup afterward; your file is processed on a server
Use this when you want a fast result, don't own a DAW, or want to convert polyphonic audio like a piano recording without buying Melodyne. For drums, an online converter only gives a rough rhythmic sketch - Ableton's drum conversion (below) does proper kick/snare/hat mapping.
The fully free route: Spotify publishes Basic Pitch itself as a free demo, which can convert short audio to MIDI at no cost. RaoMusic runs the same underlying model but adds a browser workflow, file handling, MIDI editing, and DAW-ready .mid export.

A clean clip in, editable MIDI out.
How to convert audio to MIDI in Ableton Live
Ableton Live has had native audio-to-MIDI commands for over a decade, with three dedicated modes. Right-click any audio clip and choose:
Convert Melody to New MIDI Track - for vocals, basslines, leads
Convert Harmony to New MIDI Track - for chords, polyphonic material
Convert Drums to New MIDI Track - for drum loops; maps hits to a Drum Rack
Ableton creates a new MIDI track, guesses the likely notes, and even loads an instrument so you hear the result immediately.
Quick workflow:
Drop your audio clip into a track
Right-click the clip and pick the conversion that matches your material
Audition the generated MIDI alongside the original (Ableton mutes the source clip so you can compare)
Fix wrong notes in the MIDI clip editor
Pros: Built in (Live Standard and Suite), the drum conversion is one of the strongest built-in drum-to-MIDI tools anywhere, instant A/B comparison
Cons: Harmony mode struggles with dense chords; not available in Live Intro or Lite
Ableton's own advice for better results (from the Live manual): use audio with distinct attacks (notes that fade in or swell may not be detected), convert solo'd single sources rather than full mixes, and prefer WAV or AIFF over MP3 - lossy formats can give unpredictable results. You can also add or move transient markers before converting to control where notes get divided.
How to convert audio to MIDI in Logic Pro
Logic Pro's route is Flex Pitch, which analyzes the pitches in an audio region so you can edit them like MIDI notes - and then export them as actual MIDI.
Quick workflow:
Enable Flex Pitch on the audio track (track header > Flex button > Flex Pitch)
Double-click the region to open the editor - Logic shows every detected note as a block
Fix any mis-detected notes first (the export only gets better if the analysis is right)
In the editor's menu, choose Edit > Create MIDI Track from Flex Pitch Data
Logic creates a new MIDI region with the transcribed notes - usually on a software instrument track
Pros: Built into Logic Pro (no extra purchase), the Flex Pitch editor lets you correct the analysis before exporting, also great for pitch correction in general
Cons: Flex Pitch is designed to analyze one note at a time - best on monophonic material like vocals, bass, and lead lines; for chords, use an AI converter or Melodyne instead; Mac only
A second, cruder Logic route is Convert to New Sampler Track (slices the audio and maps slices to keys), but that gives you a playable sampler instrument, not editable note data - useful for chopping, not for transcription.
How to convert audio to MIDI in FL Studio
FL Studio's native path runs through Edison, the built-in audio editor. A piano roll, if you're new to FL, is the grid editor where MIDI notes appear as blocks you can move, shorten, or delete.
Quick workflow:
Load your audio into Edison (drag it in, or add Edison to a mixer track and record)
Click the wrench/tools menu and choose Analyze > Convert to Score and Dump to Piano Roll
Edison transcribes the pitches and writes the notes into FL's piano roll
Edit the notes there, or drag them onto any instrument channel
A slower alternative inside FL is NewTone (pitch editor) for monophonic material - edit the detected pitch blobs, then export them to the piano roll.
Pros: Edison comes with FL Studio, output lands directly in the piano roll, no extra purchase
Cons: Pitch-based only - no dedicated drum-to-MIDI mapping; polyphonic accuracy is hit-or-miss on dense chords; the conversion dialog's sensitivity and threshold settings take some trial and error
How to export MIDI from audio in Melodyne
Celemony's Melodyne is the professional-grade option. Its note-detection editor shows every detected note as a blob you can correct before export, which makes it the most controllable route for messy material - if you're willing to pay and work manually.
Quick workflow:
Transfer your audio into Melodyne and pick an algorithm: Melodic for single-note material, or Polyphonic - which requires an edition with DNA note detection (Editor or Studio)
Correct any mis-detected notes in the editor first
File > Export > MIDI, with or without pitch bends
Import the .mid file into your DAW
Pros: Professional polyphonic note detection (DNA), full manual control before export, ARA integration in most major DAWs
Cons: Paid; MIDI export and DNA support depend on the edition, so check Celemony's edition comparison before buying; slower, manual workflow - overkill for simple melodies
Get better results: audio quality matters more than the tool
Every conversion method - AI or DAW - listens to the same thing: your source audio. Bad audio in, bad MIDI out. Before blaming the tool:
Convert single sources, not full mixes. A soloed piano stem transcribes cleanly; a full song with drums, bass, and vocals fighting for the same frequencies produces ghost notes. If you only have the full mix, run it through a stem separator first, then convert one stem at a time.
Use WAV over MP3 when possible. Compression smears transients - the note attacks that transcription depends on. If MP3 is all you have, use at least 320kbps. The same workflow applies whether you're converting WAV to MIDI, MP3 to MIDI, or a short phone recording to MIDI.
Cut the mud before converting. A high-pass filter below ~80Hz removes rumble, and gating out reverb tails and room noise helps the detector lock onto real notes. Many producers EQ a copy of the audio before running any conversion.
Prefer clear attacks. Plucked guitar, piano, and staccato parts convert better than pads, bowed strings, and heavily reverbed vocals, where notes blur into each other.
Keep clips short. Convert a 30-second phrase rather than a 5-minute take - fewer errors to hunt down, and you learn which settings work before committing.
Only upload audio you have the right to process - if you're converting commercial songs or client material, check the tool's terms first.
Fixing a messy conversion (troubleshooting)
Every method occasionally produces wrong output. Here's the fix for each classic problem:
Problem | Likely cause | Fix |
|---|---|---|
Ghost notes (extras that aren't in the audio) | Reverb tails, noise, overlapping harmonics | Gate or high-pass the audio and re-convert; lower sensitivity in Edison; delete the extras |
Wrong octave | Detector locked onto overtones | Select all notes and shift one octave up or down |
Chord has wrong notes | Polyphonic detection picked the wrong inversion or added a passing tone | Compare against the source audio (keep it on a muted track) and swap notes by ear |
Timing feels stiff or drifted | Tempo mismatch or loose detection | Match your project tempo to the source, then quantize at 70-80% strength |
Velocity is all one level | Dynamics aren't always recoverable | Redraw velocities by ear or use your DAW's humanize function |
What to do with your MIDI after converting
Getting the .mid file is the start, not the end. The classic moves:
Swap the instrument - the number one reason people convert: replay that guitar riff on a synth, that vocal melody on piano or strings
Fix and quantize - correct wrong notes, tighten timing (in Ableton, quantize from the MIDI clip; in Logic, use Piano Roll quantize; in FL, right in the piano roll)
Transpose - move the idea into the key of your song
Double the original - keep the source audio and layer the MIDI version with a different instrument for thickness
Build on it - the transcribed chords tell you the progression; write a new melody or bassline on top in your DAW or the lyrics studio
Frequently Asked Questions
Yes - with the right expectations. Monophonic material (vocals, basslines, single-line melodies) converts with high accuracy in almost any modern tool. Polyphonic material (piano, guitar chords) works well with AI-based tools like Basic Pitch or Melodyne but expect some note cleanup. Full commercial mixes convert roughly - split them into stems first.
It depends on the source. For fast melody and chord conversion without a DAW, use an online AI converter like RaoMusic or Spotify's Basic Pitch demo. For drum loops, Ableton Live's Convert Drums command is usually the strongest native option. For detailed manual correction of complex polyphonic audio, Melodyne is the leading paid option.
Use a free online converter. RaoMusic's audio to MIDI converter gives new users 50 free credits (each conversion costs 10), runs on Spotify's Basic Pitch AI model, and exports a standard .mid file - no DAW or plugin needed. Spotify also publishes Basic Pitch as a free demo for quick experiments.
It depends almost entirely on the source. Clean, single-instrument recordings with clear note attacks usually produce the most accurate results and need the least cleanup. Dense mixes, heavy reverb, and low-quality MP3s produce wrong and ghost notes. Tool choice matters less than audio quality - see the tips section above.
Yes. Right-click any audio clip and choose Convert Melody, Harmony, or Drums to New MIDI Track. The feature is included in Live Standard and Suite (not Intro or Lite). Ableton's drum conversion, which maps hits to a Drum Rack, is among the strongest built-in options.
Yes, via Flex Pitch: enable Flex Pitch on the track, open the region in the editor, then choose Edit > Create MIDI Track from Flex Pitch Data. It works best on monophonic material like vocals and basslines - for chords, use an AI converter or Melodyne instead.
Load the audio into Edison, open the tools menu, and choose Analyze > Convert to Score and Dump to Piano Roll. Edison is included with FL Studio. For monophonic material, NewTone is a slower but more controllable alternative.
Not directly. Audacity is an audio editor without a transcription engine - it can't listen to a recording and write out MIDI notes. Use a dedicated AI converter, a DAW's built-in conversion, or Melodyne instead.
Yes - and it's one of the easiest cases. Voice, humming, whistling, and other single-note melodies have only one pitch at a time, which is exactly what transcription tools handle best. Record in a quiet room, avoid heavy reverb, and clean up any wrong notes after export.
Not in one clean pass. A full mix buries dozens of notes inside each other, so every tool produces a rough sketch at best. The professional workflow is: separate the song into stems (vocals, drums, bass, other), then convert each stem separately.
Yes. Every converter listed here accepts MP3. WAV gives slightly better detection because compression damages the transients the tools rely on - if you can get WAV, use it; if MP3 is what you have, use at least 320kbps.
Yes, if the tool has a drum mode. Ableton's Convert Drums to New MIDI Track maps hits to a Drum Rack and is the strongest option. Pitch-based converters like Flex Pitch or Edison aren't designed for this.
Yes. All of these methods export or create standard MIDI that you can edit in any DAW or in an online editor like RaoMusic's MIDI editor - fix notes, change velocities, transpose, quantize, and assign any virtual instrument.
