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# 🎤 RapMachine Release
We meticulously curated and trained this model on Chinese rap/hip-hop datasets, with rigorous data cleaning and recaptioning. The results include:
- **Improved pronunciation** for Chinese lyrics
- **Enhanced adherence** to hip-hop and electronic music styles
- **Greater diversity** in hip-hop vocal performances
### **How to Use**
1. Generate **higher-quality Chinese songs** (⚠️ It's not just for Chinese songs. You can also use it in other ways. )
2. Create **better hip-hop tracks**
3. Blend it with other genres to:
- Produce music with **richer vocal details**
- Experiment with **underground or street culture flavors**
4. Fine-tune outputs using the following dimensions:
- **`vocal_timbre`**: Describes the inherent qualities of the voice.
- Examples: *Bright, dark, warm, cold, breathy, nasal, gritty, smooth, husky, metallic, whispery, resonant, airy, smoky, sultry, light, clear, high-pitched, raspy, powerful, ethereal, flute-like, hollow, velvety, shrill, hoarse, mellow, thin, thick, reedy, silvery, twangy.*
- **`techniques`**:
- Examples:
- **Rap styles**: `mumble rap`, `chopper rap`, `melodic rap`, `lyrical rap`, `trap flow`, `double-time rap`
- **Vocal effects**: `auto-tune`, `reverb`, `delay`, `distortion`
- **Delivery styles**: `whispered`, `shouted`, `spoken word`, `narration`, `singing`
- **Other vocalizations**: `ad-libs`, `call-and-response`, `harmonized`
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### **Updates & Community Call**
Weve **revamped and expanded** the LoRA training guide with finer details. This release is a **proof of concept**—showcasing the potential of **ACE-Step** as a foundational model for music generation.
To the community: **Enjoy it, customize it, and create something entirely new.** We cant wait to hear what youll build!