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README.md

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 # LEMAS: A 150K-Hour Large-scale Extensible Multilingual Audio Suite with Generative Speech Models
 
-[LEMAS](https://lemas-project.github.io/LEMAS-Project/) is a large-scale extensible multilingual audio suite, providing the largest open-source multilingual speech corpus with word-level timestamps to our knowledge, covering over 150,000 hours across 10 major languages. Built with a rigorous alignment and confidence-based filtering pipeline, LEMAS supports diverse generative paradigms including zero-shot multilingual synthesis (LEMAS-TTS) and seamless speech editing (LEMAS-Edit).
+[LEMAS](https://lemas-project.github.io/LEMAS-Project/) is a large-scale extensible multilingual audio suite, providing multilingual speech corpus with word-level timestamps, covering over 150,000 hours across 10 major languages. Built with a rigorous alignment and confidence-based filtering pipeline, LEMAS supports diverse generative paradigms including zero-shot multilingual synthesis (LEMAS-TTS) and seamless speech editing (LEMAS-Edit).
 
 
 <details><summary>Citation</summary>
   
+BibTex
 @article{zhao2026lemas,
   title={LEMAS: A 150K-Hour Large-scale Extensible Multilingual Audio Suite with Generative Speech Models},
   author={Zhao, Zhiyuan and Lin, Lijian and Zhu, Ye and Xie, Kai and Liu, Yunfei and Li, Yu},