Text-to-Audio
Diffusers
Safetensors
MossSoundEffectPipeline
sound-effects
foley
flow-matching
diffusion-transformer
dac-vae
english
chinese
moss
mirror
Instructions to use AEmotionStudio/moss-soundeffect-models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use AEmotionStudio/moss-soundeffect-models with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("AEmotionStudio/moss-soundeffect-models", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
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Download README.md from AEmotionStudio/moss-soundeffect-models: direct link, hf CLI and curl.
- Browser
- Download file 2.01 kB
-
https://huggingface.co/AEmotionStudio/moss-soundeffect-models/resolve/main/README.md
- Command line
-
hf download hf://AEmotionStudio/moss-soundeffect-models/README.md
-
curl -L -o README.md https://huggingface.co/AEmotionStudio/moss-soundeffect-models/resolve/main/README.md
2.01 kB
| license: apache-2.0 | |
| pipeline_tag: text-to-audio | |
| tags: | |
| - text-to-audio | |
| - sound-effects | |
| - foley | |
| - flow-matching | |
| - diffusion-transformer | |
| - dac-vae | |
| - english | |
| - chinese | |
| - moss | |
| - mirror | |
| # MOSS SoundEffect v2.0 — inference mirror for MAESTRO | |
| Inference-ready repack of | |
| [OpenMOSS-Team/MOSS-SoundEffect-v2.0](https://huggingface.co/OpenMOSS-Team/MOSS-SoundEffect-v2.0) | |
| (OpenMOSS, Fudan University), kept by AEmotionStudio so the MAESTRO DAW can | |
| fetch the checkpoint on demand. The model is **not** fine-tuned or otherwise | |
| altered — this repo only repacks the upstream weights for loading: | |
| * `transformer/diffusion_pytorch_model.safetensors` — the 1.3B DiT, stored | |
| in the inference dtype MAESTRO pins after GPU validation (upstream ships | |
| fp32 and runs under bf16 autocast). | |
| * `vae/diffusion_pytorch_model.safetensors` — the 48 kHz continuous DAC VAE, | |
| converted from the pickled `vae_128d_48k.pth` (audiotools package) to | |
| safetensors; the constructor kwargs live in `vae/config.json`. | |
| * `text_encoder/` + `tokenizer/` — the Qwen3 text encoder shards and | |
| tokenizer, verbatim from upstream. | |
| * `model_index.json`, `scheduler/`, `transformer/config.json` — verbatim. | |
| | Component | Purpose | | |
| |---|---| | |
| | `transformer/` | 1.3B flow-matching Diffusion Transformer | | |
| | `vae/` | Continuous DAC VAE decoder (latents → 48 kHz mono waveform) | | |
| | `text_encoder/` + `tokenizer/` | Qwen3 text encoder (EN + ZH prompts) | | |
| | `scheduler/` | Flow-match scheduler config (shift 5.0) | | |
| MOSS SoundEffect generates **48 kHz sound effects up to 30 s** from English | |
| or Chinese text prompts — nature, urban, creature, human-action, and | |
| musical-element sounds. | |
| ## License | |
| * **Code**: Apache-2.0 ([OpenMOSS/MOSS-TTS](https://github.com/OpenMOSS/MOSS-TTS), | |
| `moss_soundeffect_v2`). | |
| * **Weights (this repo): Apache-2.0** — inherited unchanged from upstream. | |
| Credit for the model belongs entirely to the OpenMOSS team at Fudan | |
| University; this mirror exists only for reliable on-demand delivery into | |
| MAESTRO. | |