ACEStudio

Available at acestudio.ai, the platform serves as a complete AI music workspace for producers, composers, and content creators who want to add realistic vocal performances to their music without recording human singers.

Version 2.0 launched in December 2025 and expanded the platform into a full production suite encompassing AI instruments, audio processing, and creative tools alongside its flagship vocal generation capabilities.

The vocal generation engine accepts standard MIDI note input combined with typed lyrics, producing fully rendered singing performances where the AI handles pitch accuracy, vibrato, breathing, and emotional expression automatically.

Despite this automation, ACE Studio provides granular parameter control for producers who want precise command over vocal characteristics, allowing fine-tuning of expression curves, phoneme timing, and performance dynamics.

The platform's library includes over 140 royalty-free AI voice models spanning eight languages, giving composers access to diverse vocal textures without licensing individual voice talent.

ACE Studio's voice cloning technology enables producers to upload recordings and train custom AI models that mimic specific singing voices.

This capability opens possibilities for artists to create AI versions of their own voices for digital distribution, or for producers to develop consistent vocal identities for ongoing projects.