AIBeatMaker vs CedarGrooveNET

AIBeatMaker is a web service that generates instrumental beat drafts from written prompts and briefs. Users can describe a beat’s role, mood, and pace in plain language without opening a DAW. The site presents workflows for rap, trap, lo-fi, EDM, video, podcast, and social media music, plus song and lyric workflows. Paid plans list song extension, Vocal Remover, Stem Splitter, private generations, and unlimited MP3/WAV downloads. The free plan includes daily tries and online streaming, but tracks are public by default, stored for 30 days, and unavailable for download. Starter costs $10 a month billed annually, while Plus costs $14.50 a month billed annually. Annual-billed paid generations made during an active subscription include commercial rights; free and monthly-paid generations do not. Starter allows up to 300 tracks monthly from 150 generations, and Plus up to 1,000 tracks from 500 generations. Dreamspark AI LLC operates the service.

CedarGrooveNET converts drum audio into MIDI and generates continuations of drum patterns. It accepts WAV, MP3, AIFF, FLAC and standard MIDI files. DrumTranscriber v2 maps drum events onto an editable 16th-note grid covering 11 drum classes, while an encoder-decoder LSTM creates continuations with controls for temperature, density, velocity and humanize. The maker lists Drum & Bass, House and Rock, with 10 sub-style presets for each. Editing includes drawing hits, undo and redo, row locking, pattern slots and synthesized browser previews. Exports are Type 0 Standard MIDI files using the General MIDI drum map on channel 10; compatible DAWs listed include Logic Pro, Ableton Live, FL Studio, Pro Tools, Cubase and Reaper. CedarGrooveNET is free, with browser and macOS versions, and MIDI exports are unlocked through an email link. The macOS app runs locally and offline without cloud services or an account on macOS 13 or later for Apple Silicon and Intel Macs. Browser audio remains in memory and is not written to disk. Clips over six minutes are rejected, and transcription analyzes up to the first 16 bars.