The Tool Desk
Outbyte Driver Updater FREEScan for outdated or missing drivers - takes under a minuteDriver Scan →Outbyte PC Repair FREEClear out junk files and repair common Windows errorsFree Scan →Some links on this page are affiliate links: if you buy through them we may earn a commission, at no extra cost to you.
For AI grid-based beat making, CedarGrooveNET is the clearest free starting point for drawing or extending drum patterns, Baza Drums offers deeper MIDI drum controls on desktop, and Songen is the broadest loop-to-song option for Apple devices. These tools solve different parts of beat making: CedarGrooveNET works directly with a drum grid and drum audio, Baza Drums generates editable drum MIDI, and Songen builds a multi-part MIDI loop that you can refine in a piano roll. If you use an Android phone, none of the listed platform details establishes that these apps are available on Android, so check each vendor before planning a workflow around one.
What Matters In An AI Grid-Based Beat Maker
A grid makes timing visible. You place or adjust events against steps, then listen for whether the kick, snare, hats, and other parts create the pulse and feel you want. AI can help start or extend a pattern, but the useful question is whether you can get the result into a form you can edit. MIDI keeps notes and timing editable; audio is already rendered sound. These three choices differ sharply on that point.
For a budget-conscious phone or laptop user, check four things before choosing: whether the tool runs on your device, whether it produces drum-only or fuller musical parts, whether it exports MIDI or audio, and what the free access actually includes. The table uses only details established for these products; “Not stated” means the available product information does not establish a value.
PC Slower Than It Used to Be?
A free scan shows the junk files, broken settings and background clutter dragging Windows down - then fixes them in one click.Free scan · Windows 10 & 11Crashes, No Sound, or Screen Glitches?
Random freezes, missing sound and display glitches usually trace back to one bad driver. Find and replace yours safely.Free scan · under a minute| Rank | Tool | Grid And AI Fit | Platform And Price | Output |
|---|---|---|---|---|
| 1 | CedarGrooveNET | Draw, edit, style, transcribe, and extend drum patterns | Web and macOS; free, no account or subscription | Standard MIDI; no audio export |
| 2 | Baza Drums | AI drum-pattern generation with step length, swing, and per-instrument controls | Windows and macOS; €59 one-time purchase | MIDI |
| 3 | Songen | Generates a multi-part loop, then lets you edit notes in a piano roll | iPhone, iPad, and Mac; free tier and Premium, price not stated | MIDI, WAV, and separate stems |
Best AI Grid-Based Beat-Making Apps
1. CedarGrooveNET: Best Free Drum Grid And Pattern Continuation
CedarGrooveNET is the strongest match when the grid itself is central to your process. Its browser tool lets you draw directly on the grid, edit a pattern, and choose from 10 Drum & Bass, 10 House, and 10 Rock sub-styles. An encoder-decoder LSTM model trained on drum patterns can generate a continuation from the pattern you feed it. You can also convert drum audio to MIDI in the browser, which gives you an editable pattern to work from instead of treating a loop as a finished audio file.
#1 Best Overall
A practical starting workflow is to draw a short drum idea, choose a suitable style, and ask for a continuation. Listen to the original and generated sections together; keep or edit the continuation according to where the groove feels too busy or too empty. For audio you already have, the tool transcribes WAV, MP3, AIFF, or FLAC drum loops to MIDI. The free plan accepts clips up to 6 minutes and uploads up to 100 MB, and does not require an account, subscription, or credit card.
The important boundary is that CedarGrooveNET is for drums. It has no pitch detection, so it does not transcribe piano, guitar, bass, vocals, melody, or a full song into MIDI. Its exports are MIDI rather than audio, and it does not provide separate audio stems. You will need another tool or instrument to turn the exported notes into drum sound. The listed platforms are web and macOS; check the vendor’s site for details about using it on your specific phone or browser.
Rank #2
- Ideal for Gifting
- Ideal for a bookworm
- Compact for travelling
2. Baza Drums: Best For Detailed Desktop MIDI Drum Control
Baza Drums suits a desktop workflow where you want generated drum patterns but intend to choose and shape the sounds yourself. Its style-inspired models include House, Breakbeat, and Hybrid. The controls give you pattern-level decisions such as Swing for groove, Length for step count up to 32, and Shift to offset an instrument pattern. Per-instrument regeneration, locking, muting, density, velocity, and shift controls let you work on one part without treating the whole pattern as fixed.
Recommended Free Tools
For example, start with a House pattern, set a short step length while sketching the core pulse, and adjust swing if the straight timing feels too rigid. If the kick is working but a percussion part is not, use the per-instrument controls to focus your revisions. Parallel and Beam variations, along with swing and pattern-length controls, provide additional ways to explore alternatives. These are workflow suggestions based on the listed controls, not a promise that a particular prompt or genre recipe will produce a specific sound.
Baza Drums exports MIDI and supports MIDI drag-and-drop, file export, DAW routing, and external hardware. MIDI-only output means you supply your own drum instruments or samplers and retain control over sound design and processing. It is listed for Windows and macOS, with VST3, AU, and legacy VST2 formats where supported. The listed purchase price is €59 as a one-time payment; no free plan is listed. Check the vendor’s details to confirm host compatibility before buying, especially if you rely on a particular plug-in format.
3. Songen: Best For Building A Full Loop Around Editable Notes
Songen is the choice here for someone who wants AI to generate more than a drum track. It creates a loop with lead, chords, bass, and drums together in a chosen music style, then supports track-by-track and section-by-section refinement. Its piano roll is described as understanding the active chord and guiding note choices. That makes it relevant to grid-based beat making when you want to adjust musical parts as well as the rhythm, though the available details do not establish a dedicated drum-step sequencer like CedarGrooveNET’s grid editing.
Rank #4
A useful workflow is to generate a loop, decide which section needs a change, regenerate that section, and then refine notes in the piano roll. You could begin with the whole loop, then focus on the drum part if the pulse is not landing, or adjust bass and chords around the rhythm. These are practical ways to approach the listed track and section editing; the vendor’s details do not specify particular genre presets, drum controls, or grid dimensions, so check Songen’s site if one of those is essential to your plan.
Quick wins for a faster PC:
Scan for outdated or missing drivers - takes under a minuteDriver Scan →Clear out junk files and repair common Windows errorsFree Scan →Fix the driver behind crashes, sound loss and screen glitchesFind Drivers →Songen’s free tier includes 100 generated loops per day and one free export. Premium unlocks unlimited generating and exports, but its price is not stated here. It exports MIDI, lossless WAV audio, and separate stems offline. The app is available for iPhone and iPad through the App Store and for Mac through the Mac App Store; there is no Android or Windows version. This makes it a poor fit if your only device is an Android phone, regardless of its beat-making features.
Best Value
- It can be a gift option
- Comes with secure packaging
- Helpful in various ways
Which One Fits Your Device And Workflow?
- Choose CedarGrooveNET if you want free, browser-based drum-grid work, drum-audio transcription, or AI continuations. Treat MIDI as the editable result and plan separately for the drum sound.
- Choose Baza Drums if you use Windows or macOS and want focused controls over generated MIDI drum patterns, including step length and per-instrument edits. Budget for its €59 one-time purchase and a separate sound source.
- Choose Songen if you use Apple devices and want one generated loop containing drums and other musical parts, with MIDI, WAV, and stem exports. Its free export allowance is limited to one export, and premium pricing is not stated here.
If you make beats mainly on an Android device, the listed availability does not confirm a native Android app for any of these choices. CedarGrooveNET is web-based, but the available information does not establish a specific mobile-browser experience or touch-screen suitability. Verify that with the vendor before relying on it for phone-only production. Also check whether your DAW or music app can import the export format you intend to use; the product details here do not establish compatibility with every app.
Audio, Rights, And What To Check Before Exporting
When a tool transcribes or extends supplied drum audio, use only recordings you have permission to use, and review the platform’s terms for handling those recordings. The information here does not establish licensing terms for CedarGrooveNET or Baza Drums, so check their sites before releasing or selling work made with them. Songen states that its generated beats are royalty-free and that users own what they make, with permission to sell, license, or release them without clearance, attribution, or extra fees. That statement concerns Songen’s generated beats; it does not settle rights in any outside recording or sample you bring into a project. For any vocals, covers, or samples, make sure you have consent and check the relevant platform terms.
For the most editable drum-first route, begin with CedarGrooveNET; for deeper desktop pattern control, consider Baza Drums; for a fuller loop on Apple devices, consider Songen. Before committing, confirm device support, export compatibility, and any terms that matter to your release plan on the product site.
Free tools Windows power users keep installed
One-click scans. No signup required.
Quick Recap
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
