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what is ainomeator fr?

pontojasko/ainomeator — explained in plain English

Analysis updated 2026-05-18

1PythonAudience · generalComplexity · 2/5LicenseSetup · moderate

tl;dr

An AI powered tool for the Reaper audio software that automatically renames, colors, and organizes messy exported audio stems and tracks.

vibe map

mindmap
  root((repo))
    What it does
      Auto rename tracks
      Auto color and icon tracks
      AI audio detection
    Tech stack
      Python
      Reaper DAW
      Gemini API
      PANNs model
    Use cases
      Organize exported stems
      Clean up messy track names
      Sync track colors
    Audience
      Music producers
      Reaper users

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what do people make with this?

VIBE 1

Automatically rename and color code exported stem tracks after importing them into Reaper

VIBE 2

Identify which instrument or vocal type each imported track contains without listening manually

VIBE 3

Use a local AI model or Google Gemini's cloud analysis to classify audio content

VIBE 4

Speed up project organization when working with dozens of tracks from FL Studio or Ableton exports

what's the stack?

PythonReaperGemini APIPANNs

how it stacks up fr

pontojasko/ainomeator0xustaz/streamgatea-bissell/unleash-lite
Stars111
LanguagePythonPythonPython
Setup difficultymoderatehardhard
Complexity2/54/54/5
Audiencegeneraldeveloperresearcher

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · moderate time til it works · 30min

Requires Python 3.9+ and Reaper, a Gemini API key and the SWS Extension are optional add-ons.

You can use and modify this code, but if you distribute a modified version you must also release its source code under the same license.

in plain english

AiNOMEATOR is a tool for the audio recording software Reaper that uses AI to automatically identify, rename, and color code your audio tracks. It is aimed at music producers who export separate stems, individual instrument or vocal tracks, from programs like FL Studio or Ableton into Reaper, and then have to spend time manually figuring out what each messy or generically named track actually contains before organizing it. The tool works as a script that runs inside Reaper. Once installed, it listens to the audio content of your tracks and applies names, colors, and icons automatically based on what it detects, such as which instrument or vocal type is present. The project's README describes it as experimental, noting that the AI models it relies on can still make mistakes, and it invites feedback and contributions to improve the detection process. To set it up, you need Python 3.9 or newer installed on your computer. A Google Gemini API key is optional, needed only if you want to use Gemini's cloud based analysis instead of, or alongside, the tool's local analysis. An extension called SWS is also optional and used for synchronizing track colors. Installation involves downloading the repository, adding its script file to Reaper's list of actions, and running a setup file that prepares the local environment. Once running inside Reaper, the interface has a main button to start the naming process, a toggle to switch the interface language between English and Portuguese, and an advanced options panel. In that panel you can choose which analysis method to use: a local model called PANNs as a starting option, Gemini's cloud analysis, or a combination of both, and you can adjust how many local processing threads run at once to control speed. The README notes that using Gemini can sometimes return temporary rate limit errors if too many requests are sent at once, which can be reduced by lowering the thread count. This project is released under the GNU General Public License version 3, which requires that any modified versions you distribute are also released under the same license with their source code available.

prompts (copy fr)

prompt 1
Help me install AiNOMEATOR and set it up as a Reaper action
prompt 2
Explain the difference between the PANNs, Gemini, and hybrid analysis backends in this tool
prompt 3
Walk me through configuring a Gemini API key for AiNOMEATOR
prompt 4
Show me how to reduce rate limit errors when using the Gemini analysis backend

Frequently asked questions

what is ainomeator fr?

An AI powered tool for the Reaper audio software that automatically renames, colors, and organizes messy exported audio stems and tracks.

What language is ainomeator written in?

Mainly Python. The stack also includes Python, Reaper, Gemini API.

What license does ainomeator use?

You can use and modify this code, but if you distribute a modified version you must also release its source code under the same license.

How hard is ainomeator to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is ainomeator for?

Mainly general.

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