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Live since September 2026 · songllm.com

An AI that listens to your song and gives you notes

A live concept demo at songllm.com. An audio-native model hears a track and returns a producer's reading pinned to the waveform, with three suggested changes and the instruction for the tool that would make them.

Visit songllm.com
The SongLLM home page on a laptop, asking Is your song ready for release? above three sample tracks.
The same SongLLM page on a tablet, with the three sample tracks side by side.

The purpose

Music generators and editors are plentiful. What a songwriter lacks is a critic: something that hears the track, says where it goes flat and why, and hands over a change they can act on without a producer in the room.

How it works

Heard by a model, measured by tools, chosen by you

A track goes through a model reading and tool measurements. The listener chooses one change and takes the instruction to the tool they already use.

  1. Listener Step 1: Choose a track Track list
    Hands off
    Audio file to step 2, Read the audioAudio file to step 3, Measure the track
  2. Model Step 2: Read the audio Audio-native model

    Output is corrected against the lyric sheet and file length.

    Receives
    Audio file from step 1
    Hands off
    Model reading to step 4, Label each number
  3. From step 1 · Audio file Tools Step 3: Measure the track Tempo and loudness
    Receives
    Audio file from step 1
    Hands off
    Measurements to step 4, Label each number
  4. Also from step 2 · Model reading Fred Step 4: Label each number Measured, model, disputed
    Receives
    Model reading from step 2Measurements from step 3
    Hands off
    Labelled facts to step 5, Show the reading
  5. SongLLM Step 5: Show the reading Waveform and notes
    Receives
    Labelled facts from step 4
    Hands off
    Three changes to step 6, Pick one change
  6. Listener Step 6: Pick one change Heard, changes, stays
    Receives
    Three changes from step 5
    Hands off
    Applied change to step 7, Hear it appliedCopied instruction to step 8, Copy to a tool
  7. Listener Step 7: Hear it applied A/B player
    Receives
    Applied change from step 6
    Ends here
    One possible ending of the process.
  8. From step 6 · Copied instruction Listener Step 8: Copy to a tool Suno, ElevenLabs, DAW
    Receives
    Copied instruction from step 6
    Ends here
    One possible ending of the process.
  • One example route. All alternatives stay visible.
  • Dashed while playing: not on this route
Read the process and handoffs
  1. Choose a track

    Listener · Track list.

    • Audio file: Read the audio.
    • Audio file: Measure the track.
  2. Read the audio

    Model · Audio-native model. Output is corrected against the lyric sheet and file length.

    • Model reading: Label each number.
  3. Measure the track

    Tools · Tempo and loudness.

    • Measurements: Label each number.
  4. Label each number

    Fred · Measured, model, disputed.

    • Labelled facts: Show the reading.
  5. Show the reading

    SongLLM · Waveform and notes.

    • Three changes: Pick one change.
  6. Pick one change

    Listener · Heard, changes, stays.

    • Applied change: Hear it applied.
    • Copied instruction: Copy to a tool.
  7. Hear it applied

    Listener · A/B player.

    • Copy to a tool

      Listener · Suno, ElevenLabs, DAW.

      My part

      I set the critic-not-editor frame, ran the model readings and the measurement scripts, wrote the corrections ledger, applied the audio change, and built and shipped the page.

      In practice

      Live and in a first round of tester feedback. The upload flow is scoped for now: the page explains what a live build would run instead of pretending to run it.

      The readings come from a model and are labelled as such. Key detection is marked disputed where the tools disagree. Nothing on the page claims more than it can show.

      Want to know more?

      This one is public. The source stays private, but the product is live and you can try it. Get in touch if you would like to discuss how it was built.

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