ghostai1
/

GHOSTSONA

@@ -3,351 +3,104 @@ license: mit
 ---
 license: apache-2.0 tags:
-music
-text2music
-audio-generation pipeline_tag: text-to-audio language:
-en
-zh
-de
-fr
-es
-it
-pt
-pl
-tr
-ru
-cs
-nl
-ar
-ja
-hu
-ko
-hi library_name: diffusers
-PhantomStep: The Ultimate Music Generation Foundation Model
-Model Description
-PhantomStep, forged by GhostAI, is the pinnacle of open-source music generation. Building on the foundation of ACE-Step, PhantomStep redefines excellence with a reengineered diffusion-based architecture, GhostAI's proprietary Spectral Compression AutoEncoder (SCAE), and an optimized transformer backbone. Our model delivers unparalleled generation speed, musical coherence, and creative control, leaving competitors in the dust.
-Key Features:
-20× faster than LLM-based baselines (15s for 4-minute tracks on A100)
-Flawless coherence in melody, harmony, and rhythm
-Full-song generation with precise duration control
-Multilingual text-to-music with enhanced vocal synthesis
-Upcoming: Fine-grained style control and genre-specific optimizations
-Uses
-Direct Use
 PhantomStep empowers creators to:
-Craft original music from natural language prompts
-Remix tracks with seamless style transfers
-Edit lyrics and vocals with precision
-Downstream Use
 A foundation for innovation:
-Advanced voice cloning
-Genre-specific music generators (e.g., trap, classical, K-pop)
-Professional music production suites
-AI-driven creative assistants
-Out-of-Scope Use
-PhantomStep must not be used for:
-Unauthorized reproduction of copyrighted material
-Generating harmful or offensive content
-Misrepresenting AI-generated works as human creations
-How to Get Started
 Dive into the code and demos:
-GitHub Repository
-Demo Space (Coming Soon)
-Hardware Performance
-Device
-27 Steps
-60 Steps
-NVIDIA A100
-30.50x
-14.10x
-RTX 4090
-38.20x
-17.85x
-RTX 3090
-15.30x
-8.12x
-M2 Max
-3.15x
-1.45x
-RTF (Real-Time Factor) shown - higher values indicate faster generation
-Optimizations in Progress
 PhantomStep is actively addressing the following limitations:
-Output Consistency: Reducing "gacha-style" variability with stabilized random seeds and adaptive sampling.
-Genre Performance: Enhanced training for niche genres (e.g., Chinese rap, avant-garde jazz).
-Vocal Quality: Refined vocal synthesis for natural, expressive outputs.
-Long-Form Coherence: Improved structural integrity for tracks >5 minutes.
-Control Granularity: Introducing precise controls for tempo, instrumentation, and dynamics.
-Ethical Considerations
 GhostAI commits to responsible AI:
-Ensure originality of generated works
-Disclose AI involvement in outputs
-Respect cultural nuances and intellectual property
-Prohibit harmful or unethical content generation
-Model Details
-Developed by: GhostAI
-Model type: Diffusion-based music generation with transformer conditioning
-License: Apache 2.0
-Resources:
-Project Page (Coming Soon)
-GitHub Repository
-Demo Space (Coming Soon)
-Citation
 @misc{ghostai2025phantomstep,
   title={PhantomStep: The Ultimate Music Generation Foundation Model},
   author={GhostAI Team},
-  howpublished={\url{https://github.com/GhostAI/PhantomStep}},
   year={2025},
-  note={GitHub repository}
-}
-Acknowledgements
-Built on the shoulders of ACE Studio and StepFun. GhostAI takes it to the next level.

 ---
 license: apache-2.0 tags:
+---
+license: apache-2.0
+tags:
+  - music 🎵
+  - text2music 🎤
+  - audio-generation 🔊
+pipeline_tag: text-to-audio
+library_name: diffusers
+language: [en, zh, de, fr, es, it, pt, pl, tr, ru, cs, nl, ar, ja, hu, ko, hi]
+---
+# PhantomStep: The Ultimate Music Generation Foundation Model 🚀
+![PhantomStep Framework](https://huggingface.co/ghostai1/GHOSTSONA/raw/main/fig/PhantomStep_framework.png)
+## 🎹 Model Description
+**PhantomStep**, crafted by *GhostAI*, is the *pinnacle* of open-source music generation. Building on the foundation of ACE-Step, **PhantomStep** redefines excellence with a reengineered **diffusion-based architecture**, GhostAI's proprietary **Spectral Compression AutoEncoder (SCAE)**, and an optimized **transformer backbone**. Our model delivers **unparalleled generation speed**, **musical coherence**, and **creative control**, leaving competitors in the dust. 💨
+**Key Features:**
+- 🚄 **20× faster** than LLM-based baselines (15s for 4-minute tracks on A100)
+- 🎶 Flawless coherence in melody, harmony, and rhythm
+- 🎵 Full-song generation with precise duration control
+- 🌍 Multilingual text-to-music with enhanced vocal synthesis
+- 🔜 *Upcoming*: Fine-grained style control and genre-specific optimizations
+## 🎧 Uses
+### Direct Use
 PhantomStep empowers creators to:
+- ✨ Craft original music from natural language prompts
+- 🔄 Remix tracks with seamless style transfers
+- ✍️ Edit lyrics and vocals with precision
+### Downstream Use
 A foundation for innovation:
+- 🎙️ Advanced voice cloning
+- 🎸 Genre-specific music generators (e.g., trap, classical, K-pop)
+- 🎛️ Professional music production suites
+- 🤖 AI-driven creative assistants
+### Out-of-Scope Use
+PhantomStep must **not** be used for:
+- 🚫 Unauthorized reproduction of copyrighted material
+- ⛔ Generating harmful or offensive content
+- 🕵️‍♂️ Misrepresenting AI-generated works as human creations
+## 🚀 How to Get Started
 Dive into the code and demos:
+- 📂 [Hugging Face Repository](https://huggingface.co/ghostai1/GHOSTSONA)
+- 🎮 [Demo Space](https://huggingface.co/spaces/ghostai1/GHOSTSONA) *(Coming Soon)*
+## ⚡ Hardware Performance
+| Device        | 27 Steps | 60 Steps |
+|---------------|----------|----------|
+| NVIDIA A100   | **30.50x** ⚡ | **14.10x** ⚡ |
+| RTX 4090      | **38.20x** 🚀 | **17.85x** 🚀 |
+| RTX 3090      | **15.30x** 🔥 | **8.12x** 🔥  |
+| M2 Max        | **3.15x** 🌟  | **1.45x** 🌟  |
+*RTF (Real-Time Factor) shown - higher values indicate faster generation*
+## 🛠️ Optimizations in Progress
 PhantomStep is actively addressing the following limitations:
+- 🎯 **Output Consistency**: Reducing "gacha-style" variability with stabilized random seeds and adaptive sampling.
+- 🎸 **Genre Performance**: Enhanced training for niche genres (e.g., Chinese rap, avant-garde jazz).
+- 🎤 **Vocal Quality**: Refined vocal synthesis for natural, expressive outputs.
+- 📏 **Long-Form Coherence**: Improved structural integrity for tracks >5 minutes.
+- 🎛️ **Control Granularity**: Introducing precise controls for tempo, instrumentation, and dynamics.
+## 🌐 Ethical Considerations
 GhostAI commits to responsible AI:
+- ✅ Ensure originality of generated works
+- 📢 Disclose AI involvement in outputs
+- 🌍 Respect cultural nuances and intellectual property
+- 🚫 Prohibit harmful or unethical content generation
+## 🔍 Model Details
+**Developed by:** *GhostAI*
+**Model type:** Diffusion-based music generation with transformer conditioning
+**License:** Apache 2.0
+**Resources:**
+- 🌐 [Project Page](https://ghostai.github.io/GHOSTSONA) *(Coming Soon)*
+- 📂 [Hugging Face Repository](https://huggingface.co/ghostai1/GHOSTSONA)
+- 🎮 [Demo Space](https://huggingface.co/spaces/ghostai1/GHOSTSONA) *(Coming Soon)*
+## 📜 Citation
+```bibtex
 @misc{ghostai2025phantomstep,
   title={PhantomStep: The Ultimate Music Generation Foundation Model},
   author={GhostAI Team},
+  howpublished={\url{https://huggingface.co/ghostai1/GHOSTSONA}},
   year={2025},
+  note={Hugging Face repository}
+}