AI music, voice, and SFX generation tools.

Software	Description	License	Tags	Best For
ACE Studio	AI singing voice synthesizer with expression control. See also: AI & Machine Learning for CG → AI Audio & Music	Freemium	Singing · Expression	AI singing synthesis
AIVA	AI composition, good for orchestral/cinematic scoring. See also: AI & Machine Learning for CG → AI Audio & Music	Freemium	Orchestral · Scoring	Orchestral/cinematic scoring
DiffRhythm	Open-source full-song gen with vocals from lyrics. See also: AI & Machine Learning for CG → AI Audio & Music	Open Source	Open Source · Lyrics→Song	Open-source song gen with vocals
ElevenLabs	Voice cloning, narration, music generation. See also: AI & Machine Learning for CG → AI Audio & Music	Freemium	Voice Cloning · TTS	Voice cloning, TTS
F5 TTS	Open-source zero-shot voice cloning TTS. See also: AI & Machine Learning for CG → AI Audio & Music	Open Source	Zero-Shot · Voice Clone	Zero-shot voice cloning
Fish Audio	Open-source TTS with voice cloning, fast and multilingual. See also: AI & Machine Learning for CG → AI Audio & Music	Open Source	Open Source · Multilingual	Open-source TTS
Suno v5	Full song generation, 100M+ users. See also: AI & Machine Learning for CG → AI Audio & Music	Freemium	Song Gen · 100M users	Full song generation
Udio	Strong electronic/pop, licensed for commercial use. See also: AI & Machine Learning for CG → AI Audio & Music	Freemium	Electronic/Pop · Commercial	Commercial-licensed AI music