diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..eede996 --- /dev/null +++ b/.gitignore @@ -0,0 +1,50 @@ +# Sensitive files +config.json +rh_config.json +.env +*.pem +*.key +sync.sh +deploy.sh +cptorh*.sh + +# Python +__pycache__/ +*.py[cod] +*$py.class +*.so +*.egg-info/ +dist/ +build/ +venv/ +.venv/ + +# Node.js +node_modules/ + +# IDE +.idea/ +.vscode/ +*.swp +*.swo + +# OS +.DS_Store +Thumbs.db + +# Large files / Models +*.pth +*.ckpt +*.safetensors +*.bin +*.pt +models/ +weights/ +save_audio/ + +# Logs +*.log +*.tmp + +# Audio output +output/ diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..5ac0da9 --- /dev/null +++ b/LICENSE @@ -0,0 +1,190 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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This node enables users to generate realistic singing voices for unseen singers directly within ComfyUI, supporting both melody-conditioned (F0 contour) and score-conditioned (MIDI notes) control. + +

+ Original Project | + HF Demo | + Paper +

+ +## ✨ Features + +- **Zero-Shot Singing Voice Synthesis** — Generate high-fidelity singing voices for unseen singers without fine-tuning +- **Flexible Control Modes** — Melody (F0 contour) and Score (MIDI notes) conditioning +- **Multi-Language Support** — Mandarin, English, and Cantonese +- **Full Pipeline** — Includes audio preprocessing (vocal separation, F0 extraction, lyric/note transcription) and SVS inference +- **Timbre Cloning** — Preserve singer identity across languages and styles + +## 🛠️ Installation + +### Method 1: ComfyUI Manager (Recommended) + +Search for `ComfyUI_RH_SoulX-Singer` in ComfyUI Manager and install. + +### Method 2: Manual Installation + +```bash +cd ComfyUI/custom_nodes +git clone https://github.com/HM-RunningHub/ComfyUI_RH_SoulX-Singer.git +cd ComfyUI_RH_SoulX-Singer +pip install -r preprocess/requirements.txt +``` + +## 📦 Model Download & Installation + +All models must be placed in `ComfyUI/models/Soul-AILab/` with the following structure: + +``` +ComfyUI/ +└── models/ + └── Soul-AILab/ + ├── SoulX-Singer/ # SVS model + │ └── model.pt + └── SoulX-Singer-Preprocess/ # Preprocessing models + ├── mel-band-roformer-karaoke/ # Vocal separation + ├── dereverb_mel_band_roformer/ # Dereverberation + ├── rmvpe/ # F0 extraction + ├── speech_seaco_paraformer_large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/ # Chinese ASR + ├── parakeet-tdt-0.6b-v2/ # English ASR + └── rosvot/ # Note transcription + ├── rosvot/model.pt + └── rwbd/model.pt +``` + +### Download Methods + +#### Method 1: Download from HuggingFace (Recommended) + +```bash +pip install -U huggingface_hub + +# Download the SoulX-Singer SVS model +huggingface-cli download Soul-AILab/SoulX-Singer --local-dir ComfyUI/models/Soul-AILab/SoulX-Singer + +# Download preprocessing models +huggingface-cli download Soul-AILab/SoulX-Singer-Preprocess --local-dir ComfyUI/models/Soul-AILab/SoulX-Singer-Preprocess +``` + +#### Method 2: Download from ModelScope (For China users) + +```bash +pip install modelscope + +# Download the SoulX-Singer SVS model +modelscope download --model Soul-AILab/SoulX-Singer --local_dir ComfyUI/models/Soul-AILab/SoulX-Singer + +# Download preprocessing models +modelscope download --model Soul-AILab/SoulX-Singer-Preprocess --local_dir ComfyUI/models/Soul-AILab/SoulX-Singer-Preprocess +``` + +## 🚀 Usage + +### Workflow + +The typical workflow consists of 4 nodes: + +1. **Load Preprocess Pipeline** → Loads the audio preprocessing models +2. **Preprocess Audio** → Extracts vocal, F0, lyrics, and notes from audio +3. **Load SVS Model** → Loads the SoulX-Singer synthesis model +4. **Generate Singing Voice** → Synthesizes singing voice with timbre cloning + +### Basic Steps + +1. Connect a **prompt audio** (reference singer voice for timbre) and a **target audio** (the song to be synthesized) +2. Preprocess both audios to extract metadata +3. Load the SVS model +4. Generate the singing voice with melody or score control + +## 📝 Node Reference + +### RunningHub SoulX-Singer Preprocess Pipeline + +Loads all preprocessing models (vocal separation, F0 extraction, ASR, note transcription). + +| Output | Type | Description | +|--------|------|-------------| +| pipeline | SoulXSinger_Preprocess_Pipeline | Loaded preprocessing pipeline | + +### RunningHub SoulX-Singer Preprocessor + +Processes audio to extract singing metadata. + +| Input | Type | Description | +|-------|------|-------------| +| pipeline | SoulXSinger_Preprocess_Pipeline | Preprocessing pipeline | +| audio | AUDIO | Input audio | +| max_merge_duration | INT | Max segment duration in ms (10000–60000, default: 30000) | +| language | STRING | Language: Mandarin / English / Cantonese | + +| Output | Type | Description | +|--------|------|-------------| +| audio metadata | SoulXSinger_Audio_Metadata | Extracted singing metadata (JSON) | + +### RunningHub SoulX-Singer SVS Loader + +Loads the SoulX-Singer SVS model and data processor. + +| Output | Type | Description | +|--------|------|-------------| +| pipeline | SoulXSinger_SVS_Pipeline | Loaded SVS model and processor | + +### RunningHub SoulX-Singer SVS Processor + +Generates singing voice from metadata. + +| Input | Type | Description | +|-------|------|-------------| +| pipeline | SoulXSinger_SVS_Pipeline | Loaded SVS pipeline | +| control | STRING | Control mode: melody / score | +| prompt_wav | AUDIO | Reference singer audio (timbre source) | +| prompt_metadata | SoulXSinger_Audio_Metadata | Prompt audio metadata | +| target_metadata | SoulXSinger_Audio_Metadata | Target audio metadata | +| seed | INT | Random seed (default: 12306) | + +| Output | Type | Description | +|--------|------|-------------| +| audio | AUDIO | Generated singing voice audio | + +## 📄 License + +This project is licensed under the [Apache License 2.0](LICENSE). + +## 🔗 Links + +- **Original Project**: [Soul-AILab/SoulX-Singer](https://github.com/Soul-AILab/SoulX-Singer) +- **Online Demo**: [HuggingFace Space](https://huggingface.co/spaces/Soul-AILab/SoulX-Singer) +- **Paper**: [arXiv:2602.07803](https://arxiv.org/abs/2602.07803) +- **SVS Model**: [HuggingFace](https://huggingface.co/Soul-AILab/SoulX-Singer) +- **Preprocess Models**: [HuggingFace](https://huggingface.co/Soul-AILab/SoulX-Singer-Preprocess) + +## 🙏 Acknowledgements + +This project is based on [SoulX-Singer](https://github.com/Soul-AILab/SoulX-Singer), developed by [Soul-AILab](https://github.com/Soul-AILab). + +We also thank the following open-source projects: + +- [F5-TTS](https://github.com/SWivid/F5-TTS) — Text-to-Speech framework +- [Amphion](https://github.com/open-mmlab/Amphion) — Audio/Music/Speech toolkit +- [Music Source Separation Training](https://github.com/ZFTurbo/Music-Source-Separation-Training) — Vocal separation +- [RMVPE](https://github.com/Dream-High/RMVPE) — F0 extraction +- 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