# AI use cases for Remiqora (inikolax/remiqora) Repo: [inikolax/remiqora](https://github.com/inikolax/remiqora) | Use cases: 6 | Page: https://dedupedai.com/use-cases/inikolax-remiqora/ Remiqora is a free, open-source local music studio that runs ACE-Step 1.5, YuE2-3B and Stable Audio 3 on your own GPU, with a multitrack DAW, an AI arranger, stem separation, MIDI transcription and LoRA training. This file holds every use case of this repo. Each one starts with a "## " heading and ends with its URL. - Turn one phrase into a finished song track: https://dedupedai.com/use-cases/inikolax-remiqora/song-from-one-phrase/ - Build a full arrangement part by part with the AI arranger: https://dedupedai.com/use-cases/inikolax-remiqora/build-song-part-by-part/ - Split a track into stems and remix them in the DAW: https://dedupedai.com/use-cases/inikolax-remiqora/remix-stems-in-multitrack-daw/ - Transcribe a track or stem into MIDI notes: https://dedupedai.com/use-cases/inikolax-remiqora/transcribe-melody-to-midi/ - Fine-tune an ACE-Step LoRA on your own tracks: https://dedupedai.com/use-cases/inikolax-remiqora/train-lora-on-own-tracks/ - Generate sound effects and loops for a sample library: https://dedupedai.com/use-cases/inikolax-remiqora/generate-sound-effects-and-samples/ ## How to turn one phrase into a finished song track with Remiqora Repo: [inikolax/remiqora](https://github.com/inikolax/remiqora) | Difficulty: Beginner | Time: 1 hour | Basis: From the README Describe a song in one sentence and let a local assistant write the prompt for ACE-Step, YuE2 or Stable Audio 3. **Who it is for:** A songwriter or hobbyist with an idea but no prompt-writing skills, who wants a first demo quickly on their own machine. **The problem:** Writing a good style caption, lyrics structure, tempo and key for a music model by hand takes effort and expertise. **The outcome:** A generated track named after the idea, with an editable prompt you can refine and regenerate. ### Steps 1. Open the From an idea tab in the header and type your song or instrumental idea in your own words. 2. Pick an engine: ACE-Step, YuE2 for songs, or Stable Audio 3 for instrumentals and sounds. 3. Wait for the prompt assistant to finish, then review the style tags, lyrics, tempo and key in the editable fields. 4. Press Generate and wait for the engine to start and send the job; the track appears in the engine's feed. 5. Use Open in the form if you need settings the page leaves out, then regenerate with changes. ### Prompt to paste into your agent ```text Using the repo inikolax/remiqora, write a prompt for the idea "" in the From an idea tab, choosing the engine . Expected output: an editable prompt with style tags, lyrics or sections, tempo and key, plus a generated track. Verify that the track is named after the idea and appears in the engine's feed. ``` ### Caveat Remiqora is in active development with possible breaking changes and bugs, so it is not yet a stable release. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/inikolax-remiqora/song-from-one-phrase/ ## How to build a full arrangement part by part with the AI arranger with Remiqora Repo: [inikolax/remiqora](https://github.com/inikolax/remiqora) | Difficulty: Intermediate | Time: 1 hour | Basis: From the README Add drums, bass, strings or a new section to a track in the DAW instead of re-rolling the whole song. **Who it is for:** A producer with a rough track who wants to fill in missing parts while keeping the existing groove, tempo and key. **The problem:** Regenerating a whole song loses what you liked, and adding one missing instrument by hand needs playing or programming skills. **The outcome:** New parts that fit the tempo and key of your lanes, each delivered as a variant on its own lane for you to choose from. ### Steps 1. Open a project in the built-in DAW from the project cards, or add a full mix from the shared library to a timeline. 2. Select the lanes the arranger should listen to. 3. In the AI arranger panel, choose the part to add (drums, bass, strings, keys, vocals and more), or repaint a section, continue the track or cover it in another style. 4. Audition the variants that land on their own lanes and keep the one you prefer. 5. Balance the result in the mixer and export a WAV or MP3 mix. ### Prompt to paste into your agent ```text Using the repo inikolax/remiqora, open the DAW project and use the AI arranger to add a part on top of the selected lanes. Expected output: one or more variant lanes that match the project tempo and key. Verify that each variant sits on its own lane and that the project tempo is unchanged. ``` ### Caveat The arranger is part of the DAW, so you need a track or lanes to work from before it can add parts. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/inikolax-remiqora/build-song-part-by-part/ ## How to split a track into stems and remix them in the DAW with Remiqora Repo: [inikolax/remiqora](https://github.com/inikolax/remiqora) | Difficulty: Beginner | Time: 1 hour | Basis: From the README Separate any saved track into vocals, drums, bass and other, then rearrange and export them in the timeline editor. **Who it is for:** A remixer or home producer with a finished mix who wants to rebuild it from isolated parts. **The problem:** Pulling apart a finished mix into usable parts normally requires specialist separation tools and a separate editor. **The outcome:** Four isolated stems in a ready-made DAW project, mixed down with effects and exported as WAV or MP3, or as stems for your own DAW. ### Steps 1. Open a saved track in the library and run stem separation with one click to get four stems. 2. Press Open in editor on the stems panel to create a four-track project (vocals, drums, bass, other). 3. Trim, split and reposition clips on the timeline; use the Magnet button to snap to the project BPM grid if needed. 4. Add effects on each channel from the effects rack and balance levels in the mixer. 5. Export the mix as WAV or MP3, or export the stems with a Reaper project or DAWproject file to finish in your own DAW. ### Prompt to paste into your agent ```text Using the repo inikolax/remiqora, separate the saved track into stems and open them in the editor. Expected output: a four-track project with vocals, drums, bass and other, exported as a mix or as stems. Verify that the exported file plays back with all four parts audible. ``` ### Caveat Stem separation runs next to the active generation model and shares a GPU lock, so it can be slower while a generation is running. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/inikolax-remiqora/remix-stems-in-multitrack-daw/ ## How to transcribe a track or stem into MIDI notes with Remiqora Repo: [inikolax/remiqora](https://github.com/inikolax/remiqora) | Difficulty: Intermediate | Time: 45 minutes | Basis: From the README Convert a full mix or a single separated stem into MIDI with a built-in piano roll and .mid download. **Who it is for:** A musician who wants editable notes from an existing recording to rework in a notation or MIDI tool. **The problem:** Turning recorded audio into notes by ear is slow, and most transcription tools are separate from your generation workflow. **The outcome:** A MIDI file with a note count and BPM readout, previewed in the built-in synth player and piano roll. ### Steps 1. Select YuE2 as the active model in the header, because MuScriptor runs inside the YuE2 server. 2. Choose a saved track or an already separated stem in the library. 3. Start MIDI transcription and wait for the piano roll and note count to appear. 4. Preview the result in the built-in Web Audio synth player. 5. Download the .mid file and import it into your music software. ### Prompt to paste into your agent ```text Using the repo inikolax/remiqora, set YuE2 as the active model and transcribe the stem to MIDI. Expected output: a .mid file with the note count and BPM shown in the app. Verify that the MIDI file opens in a MIDI editor and the note count matches the piano roll. ``` ### Caveat MIDI transcription only works while YuE2 is the active model, so you must switch models first. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/inikolax-remiqora/transcribe-melody-to-midi/ ## How to fine-tune an ACE-Step LoRA on your own tracks with Remiqora Repo: [inikolax/remiqora](https://github.com/inikolax/remiqora) | Difficulty: Advanced | Time: 3 hours | Basis: From the README Upload audio, auto-label it, review the labels, train a LoRA adapter and use it on the generation form. **Who it is for:** A producer who wants ACE-Step to generate in a consistent style or with a specific voice from their own recordings. **The problem:** Fine-tuning a music model usually needs a console, preprocessing scripts and manual labeling. **The outcome:** A LoRA adapter added to the LoRA list on the ACE-Step form, with live training progress and a TensorBoard link. ### Steps 1. Open the LoRA training tab on the ACE-Step page and upload your audio files by drag and drop, or point to a server folder. 2. Enter a trigger word and set the all tracks are instrumental flag if it applies. 3. Run automatic labeling, then review and fix descriptions, genres and tags in the table. 4. Run preprocessing, then start training with your rank, alpha, learning rate, epochs and batch size. 5. Select the finished adapter in the LoRA list on the ACE-Step generation form and adjust its strength. ### Prompt to paste into your agent ```text Using the repo inikolax/remiqora, create a LoRA dataset from the folder with the trigger word and train an ACE-Step adapter. Expected output: a finished adapter listed in the ACE-Step LoRA list. Verify that the adapter appears in the list and that a short test generation with it sounds different from the base model. ``` ### Caveat The README describes the training pipeline but not its hardware needs, so check that your GPU has enough memory before starting a long run. Risk, voice cloning: Training on a person's voice can produce a voice clone, so use only recordings you have the right to use and do not present the output as someone else's voice. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/inikolax-remiqora/train-lora-on-own-tracks/ ## How to generate sound effects and loops for a sample library with Remiqora Repo: [inikolax/remiqora](https://github.com/inikolax/remiqora) | Difficulty: Beginner | Time: 30 minutes | Basis: From the README Describe a sound or an instrumental loop and use Stable Audio 3 to create one-shots, loops or textures for your tracks. **Who it is for:** A sound designer or producer who needs quick, original sound effects or loops that match a project tempo. **The problem:** Searching sample libraries for a specific sound or loop takes time, and licensing can be unclear. **The outcome:** One-shots, loops at the project tempo or textures, auditioned in the editor and dropped onto a track. ### Steps 1. Open the Stable Audio 3 page and choose Sound or Music, then describe the source, how it happens and the room, or the genre, instruments, mood and tempo. 2. Set the length and choose 1, 2 or 4 variants. 3. Audition the generated samples in the editor. 4. Drag a chosen sample onto a track in the built-in DAW at the project tempo. 5. Export the finished mix as WAV or MP3. ### Prompt to paste into your agent ```text Using the repo inikolax/remiqora, generate a sound effect described as with Stable Audio 3 and place it on a DAW track at the project tempo. Expected output: one or more sound variants saved in the library. Verify that the sample plays in the editor and that its length matches your setting. ``` ### Caveat The README says Stable Audio 3 needs its checkpoints downloaded from the Models page, and it names no licence terms for the generated audio, so check those before commercial use. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/inikolax-remiqora/generate-sound-effects-and-samples/