MusicGen generates music with controls based on text and melody inputs.
Waveformer
vsAce Step 1.5
Waveformer vs Ace Step 1.5
How do Waveformer and Ace Step 1.5 compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | Waveformer | Ace Step 1.5 |
|---|---|---|
| What it is | Waveformer uses MusicGen to create music from text and save it as audio or a waveform video. | ACE-Step is a local music generation model supporting Mac, AMD, Intel, and CUDA devices. |
| Website | ||
| Type | Open-source project | Open-source project |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Not recorded | Not recorded |
| Open source | Yes | Yes |
| Language | English | English |
| Alternatives |
Other options to consider
Sites similar to both Waveformer and Ace Step 1.5.
Open source
24 alternativesMubert generates royalty free music from text prompts for online projects.
Freemium
24 alternativesAudioX generates music from text prompts and connects audio, video, and image tools for creating media.
Google DeepMind describes a music generation model and experiments intended to explore new ways to create music.
Suno AI Music generates songs from text prompts and offers simple, custom and instrumental modes alongside a selectable model.
Examples for ICASSP2024 paper “StemGen: A music generation model that listens”.






