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Message: [QUOTE="Bombastus, post: 91318, member: 2178"] Initial Audio launched Difro Melody AI, a standalone melody generator that keeps every calculation on the local machine. A VAE and Transformer pairing handles the work, chewing through CPU by default and tapping a compatible GPU when one exists. Nothing gets shipped off to a remote API, which means zero sign-ups, zero waiting in a queue, and zero metered charges stacking up per generation. The flow suits anyone who already lives in the piano roll. Punch record and play something live, or drop in a MIDI clip that already exists. Difro reads the melodic, rhythmic, and harmonic guts of it, then spits out variations bar by bar. Starting from scratch works fine, since nothing has to be imported first. Finished ideas drag right into a DAW, and Render to WAV bounces them out as a loop. [/QUOTE]