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+ ---
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+ license: apache-2.0
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+ pipeline_tag: text-to-speech
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+ library_name: dots_tts
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+ tags:
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+ - text-to-speech
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+ - tts
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+ - audio
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+ - speech-synthesis
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+ - voice-cloning
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+ - autoregressive
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+ - meanflow
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+ - two-step
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+ ---
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+
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+ # dots.tts-mf-2steps
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+
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+ <p align="left">
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+ <a href="https://github.com/studio-dots-ai/dots.tts"><img src="https://img.shields.io/badge/GitHub-studio--dots--ai%2Fdots.tts-blue?logo=github" alt="GitHub"></a>
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+ <a href="https://huggingface.co/spaces/dots-studio/dots.tts"><img src="https://img.shields.io/badge/Playground-Live-orange" alt="Playground"></a>
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+ <a href="https://studio-dots-ai.github.io/dots.tts-demo/"><img src="https://img.shields.io/badge/Demo%20Page-Live-red" alt="Demo Page"></a>
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+ </p>
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+
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+ This repository provides a standalone dots.tts artifact for **fixed two-step inference**.
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+ The sampling contract is stored in `config.json` and selected automatically.
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+ Sampling options should be omitted.
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+
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+ ## Quick start
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+
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+ ```bash
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+ dots.tts \
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+ --model-name-or-path dots-studio/dots.tts-mf-2steps \
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+ --text "Hello from two-step MeanFlow." \
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+ --output output.wav
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+ ```
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+
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+ ```python
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+ from dots_tts.runtime import DotsTtsRuntime
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+
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+ runtime = DotsTtsRuntime.from_pretrained(
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+ "dots-studio/dots.tts-mf-2steps",
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+ precision="bfloat16",
43
+ )
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+ result = runtime.generate(text="Hello from two-step MeanFlow.")
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+ ```
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+
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+ Passing incompatible sampling values raises an error.
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+
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+ ## Scope and limitations
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+
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+ This model is intended for fixed two-step inference. Other sampling settings are not claimed.
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+ High-fidelity voice cloning must be used only with authorization and consent; do not use it
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+ for impersonation, fraud, or disinformation.
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+
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+ ---
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+
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+ ## Citation
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+
59
+ ```bibtex
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+ @article{dotstts2026,
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+ title = {dots.tts Technical Report},
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+ author = {dots.tts Team},
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+ year = {2026},
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+ eprint = {2606.07080},
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+ archivePrefix = {arXiv},
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+ primaryClass = {cs.SD},
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+ }
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+ ```
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+
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+ ## License
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+
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+ Released under [Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0).
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