Mirror worstchan/WavTTS inference weights as fp16 safetensors

- ema_model_state_dict extracted from model_1200000.pt (10.8 GB
training ckpt), ema_model. prefix stripped, initted/step dropped
- training-only aux_mel_loss.* buffers removed
- floating tensors cast to fp16 (bf16 storage garbles the raw-waveform
ODE state); saved with safetensors save_model
- strict-load verified against MAESTRO's vendored CFM/DiT
- vocab.txt verbatim; config.json points at model.safetensors

Loaded by MAESTRO via backend/ai/models/wavtts.py.

README.md

@@ -0,0 +1,66 @@
+---
+license: cc-by-nc-4.0
+pipeline_tag: text-to-speech
+tags:
+- text-to-speech
+- tts
+- voice-cloning
+- flow-matching
+- raw-waveform
+- english
+- chinese
+- wavtts
+- mirror
+---
+
+# WavTTS — inference mirror for MAESTRO
+
+Inference-ready repack of
+[worstchan/WavTTS](https://huggingface.co/worstchan/WavTTS)
+(Wenxi Chen et al., [arXiv 2606.03455](https://arxiv.org/abs/2606.03455)),
+kept by AEmotionStudio so the MAESTRO DAW can fetch the checkpoint on demand.
+The model is **not** fine-tuned, quantised below its training precision, or
+otherwise altered — this repo only extracts the inference weights from the
+upstream training checkpoint:
+
+* `model_1200000.pt` (10.8 GB training checkpoint) → `model.safetensors`:
+  the `ema_model_state_dict` EMA weights with the `ema_model.` prefix
+  stripped, EMA bookkeeping (`initted`/`step`) and the training-only
+  `aux_mel_loss.*` buffers dropped, floating tensors stored as float16
+  (the dtype upstream inference uses on CUDA).
+* `vocab.txt` — verbatim from upstream (2556-entry pinyin/char vocab).
+* `config.json` — pointer config updated to reference `model.safetensors`.
+
+| File | Purpose |
+|---|---|
+| `model.safetensors` | ~0.67B DiT + CFM inference weights (fp16 EMA) |
+| `vocab.txt` | Character/pinyin vocabulary (index 0 = space/unknown) |
+| `config.json` | Sample rate + file pointers |
+
+WavTTS generates the **raw 16 kHz waveform directly** (flow matching over
+160-sample waveform patches — no mel spectrogram, VAE latent or codec).
+Zero-shot voice cloning from a reference clip plus its transcript; English
+and Chinese.
+
+## License — please read
+
+* **Code**: MIT (the [WavTTS codebase](https://github.com/cwx-worst-one/WavTTS)).
+* **Weights (this repo): CC BY-NC 4.0** — inherited from the Emilia training
+  dataset. **Non-commercial use only**; attribution required. Do not use
+  outputs commercially without permission from the upstream authors.
+* Never clone or impersonate a real person's voice without their explicit
+  consent.
+
+By downloading these files you accept the CC BY-NC 4.0 terms. MAESTRO shows
+the same terms in-app.
+
+## Citation
+
+```bibtex
+@article{chen2026wavtts,
+  title   = {WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling},
+  author  = {Chen, Wenxi and Jia, Dongya and Chen, Yushen and Niu, Zhikang and Liang, Yuzhe and Li, Xiquan and Yan, Ruiqi and Ma, Ziyang and Yang, Guanrou and Chen, Sanyuan and others},
+  journal = {arXiv preprint arXiv:2606.03455},
+  year    = {2026},
+}
+```

config.json

@@ -0,0 +1,12 @@
+{
+  "_name_or_path": "AEmotionStudio/WavTTS-models",
+  "model_type": "wavtts",
+  "architectures": [
+    "WavTTS"
+  ],
+  "sample_rate": 16000,
+  "checkpoint": "model.safetensors",
+  "vocab_file": "vocab.txt",
+  "source": "https://huggingface.co/worstchan/WavTTS",
+  "notes": "fp16 EMA inference weights extracted from model_1200000.pt; aux_mel_loss buffers stripped (bf16 storage garbles the raw-waveform ODE state)"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4172e806792b494eb83803869b4ea5181c63ff82b3d14b6f84945d62d7056da8
+size 1345531584

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