CPU3DAI tools for 3D, video and audio

Audio generators under 12 GB of VRAM

VRAM thresholds, backends and licenses come from the tool fact sheets: every value is collected by code from an official source and stamped with the date it was checked. Requirements marked with an asterisk * are the authors’ own description, not our measurement. Details are on each tool’s page.

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ToolTypeRunsVRAMBackendsFormats
ACE-Steptext-to-audioAudioopen sourcefrom 8 GB *——
Barktext-to-speechAudioopen sourcefrom 12 GB *CUDA—
ChatTTStext-to-audioAudioopen sourcefrom 4 GB *——
DiffRhythmAudioopen sourcefrom 8 GB *——
MMAudioAudioopen sourcefrom 6 GB *CUDA—
MOSS-SoundEffect without CUDA (Mac and AMD)Audioopen sourcefrom 8 GB (8–10 GB) *Apple MPSAMD ROCm—

Requirements not stated by the authors

The official sources for these tools have no data for the selected filter — that means “unknown”, not “won’t work”.

CosyVoicetext-to-speechAudioopen sourcenot stated——
F5-TTStext-to-speechAudioopen sourcenot statedAMD ROCm—
Fish Speechtext-to-speechAudioopen sourcenot statedCUDA—
MOSS-SoundEffecttext-to-audioAudioopen sourcenot stated——
MusicGentext-to-audioAudioopen sourcenot stated——
OpenVoicetext-to-speechAudioopen sourcenot stated——
Stable Audio Opentext-to-audioAudioopen sourcenot stated——
XTTStext-to-speechAudioopen sourcenot statedCUDA—

Fact sheets are re-checked monthly; every value on a tool page has a source link and a check date. The asterisk * means “as described by the author”: a developer’s statement, not an independent measurement.