ACE Studio AI Singing Voice Generator vs ChatTTS

Comparing the features of ACE Studio AI Singing Voice Generator to ChatTTS

Feature
ACE Studio AI Singing Voice Generator
ChatTTS

Capability Features

Advanced Vocal Editing
PronunciationPitchVibratoBreathingFalsettoTensionStrengthEmotion
AI Choir Generation
AI Singing Voice Generation
AI Violin Performance
AI Voice Changer
Celebrity Voices
Cloud Based
Community Support
Community Voice Models
Continuous Improvement
Controllability and Security
DAW Workflow Support
Detailed Documentation
Dialog Task Optimization
Easy to Use
Editable Vocal Samples
Fine-tuning Supported
Full Model Training Hours
100000
Genre Variety
PopSoulLatinoCinematicOperaChild VoiceHip hopBalladR&BLatin PopR&B/FunkSoul/FunkLatin Folk
High-Fidelity Speech Synthesis
Highly Editable AI Vocals
Language/Country Support
EnglishSpanishChineseJapanese
Multilingual Support
ChineseEnglish
No Custom Model Training for VoiceMix
Number of AI Voices
80
Open Source
Open Source Model Training Hours
40000
PDF to MusicXML
Royalty-Free Commercial Use
Royalty-Free Licensing
Sample Rate for Audio Output
24000
Song Templates Library
Stem Separation
Text to Samples
Text to Speech
Vocal to MIDI
Voice Cloning
Voice Customization Options
Voice Designer / VoiceMix

Integration Features

API Integrations
DAW Plugin Integration
VST3AUAAX
Gradio Demo Integration
Input Audio File Support
Input MIDI Support
Platform Compatibility
Web applicationsMobile appsDesktop softwareEmbedded systems
PyTorch Dependency
SDK Programming Language Support
Multiple programming languages

Limitation Features

No Song Generation
Not All Languages Supported
Requires Significant Compute
High computational resources needed
Speech Quality Depends on Input
Varies with text complexity and length

Other Features

Multi-Platform Languages
JapaneseEnglishSimplified Chinese

Pricing Features

Free Tier
No Explicit Paid Plans Shown