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About

ACE Studio is an AI-powered desktop application designed for music production, enabling users to create realistic singing vocals by inputting MIDI files and lyrics. The software utilizes advanced artificial intelligence and machine learning technologies to generate human-like vocal performances, offering a diverse selection of AI singers across various musical styles. Users can customize vocal characteristics such as pitch, vibrato, breath, emotion, and formant to achieve the desired sound. The platform supports importing MIDI files, adding lyrics, and crafting realistic vocal performances, with features like voice blending and controls for breath and emotion to tailor the output. ACE Studio's user-friendly interface is compatible with both touchscreen tablets and desktop computers and can be hosted on a secure government cloud or within a local data center, enabling field operations with confidence.

About

Muse is an AI-native MIDI composition and editing tool that empowers users to compose musical ideas with a smart co-writer by generating chords, melodies, basslines, drums, and full arrangements from natural-language descriptions or existing materials, then refining them interactively with context-aware feedback. It understands music theory concepts like harmonic function and voice leading, helping users explore musical ideas they might not discover on their own, and lets creators upload, expand, or remix MIDI tracks, collaborate with an AI agent in real time, and iterate rapidly. It supports multiple AI models, including GPT-5.2, Gemini, and custom agents tuned for musical reasoning, and offers features such as chat-with-your-track feedback, real-time MIDI editing, multi-track generation, extended arrangement tools, and the ability to export compositions as standard MIDI or audio files for use in digital audio workstations.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Music producers and songwriters searching for a tool to incorporate AI-generated vocals into their compositions

Audience

Musicians, composers, music producers, and creative technologists looking for a tool that helps generate, edit, refine, and export MIDI compositions using natural language and deep musical understanding

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$16.58 per month
Free Version
Free Trial

Pricing

$15 per month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

ACE Studio
China
acestudio.ai/

Company Information

Muse
United States
www.muse.art/

Alternatives

Alternatives

Melodea

Melodea

Audoir
SingConvert

SingConvert

La Touche Musicale
VOCALOID6

VOCALOID6

VOCALOID

Categories

Categories

Integrations

Claude Opus 4.5
GPT-5.2
Gemini
SoundCloud

Integrations

Claude Opus 4.5
GPT-5.2
Gemini
SoundCloud
Claim ACE Studio and update features and information
Claim ACE Studio and update features and information
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Claim Muse and update features and information