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 [![SVG Banners](https://svg-banners.vercel.app/api?type=origin&text1=CosyVoice🤠&text2=Text-to-Speech%20💖%20Large%20Language%20Model&width=800&height=210)](https://github.com/Akshay090/svg-banners)
 
 ## 👉🏻 CosyVoice 👈🏻
-**🔥CosyVoice 2.0**: [Demos](https://funaudiollm.github.io/cosyvoice2/); [Paper](https://fun-audio-llm.github.io/pdf/CosyVoice_v1.pdf); [Modelscope](https://www.modelscope.cn/studios/iic/CosyVoice2-0.5B)
+**CosyVoice 2.0**: [Demos](https://funaudiollm.github.io/cosyvoice2/); [Paper](https://fun-audio-llm.github.io/pdf/CosyVoice_v1.pdf); [Modelscope](https://www.modelscope.cn/studios/iic/CosyVoice2-0.5B)
 
 **CosyVoice 1.0**: [Demos](https://fun-audio-llm.github.io); [Paper](https://fun-audio-llm.github.io/pdf/CosyVoice_v1.pdf); [Modelscope](https://www.modelscope.cn/studios/iic/CosyVoice-300M)
 
-## Highlight
+## Highlight🔥
 
 **CosyVoice 2.0** has been released! Compared to version 1.0, the new version offers more accurate, more stable, faster, and better speech generation capabilities.
-
 ### Multilingual
 - **Support Language**: Chinese, English, Japanese, Korean, Chinese dialects (Cantonese, Sichuanese, Shanghainese, Tianjinese, Wuhanese, etc.)
 - **Crosslingual & Mixlingual**：Support zero-shot voice cloning for cross-lingual and code-switching scenarios.
-
 ### Ultra-Low Latency
 - **Bidirectional Streaming Support**: CosyVoice 2.0 integrates offline and streaming modeling technologies.
 - **Rapid First Packet Synthesis**: Achieves latency as low as 150ms while maintaining high-quality audio output.
-
 ### High Accuracy
 - **Improved Pronunciation**: Reduces pronunciation errors by 30% to 50% compared to CosyVoice 1.0.
 - **Benchmark Achievements**: Attains the lowest character error rate on the hard test set of the Seed-TTS evaluation set.
-
 ### Strong Stability
 - **Consistency in Timbre**: Ensures reliable voice consistency for zero-shot and cross-language speech synthesis.
 - **Cross-language Synthesis**: Marked improvements compared to version 1.0.
-
 ### Natural Experience
 - **Enhanced Prosody and Sound Quality**: Improved alignment of synthesized audio, raising MOS evaluation scores from 5.4 to 5.53.
 - **Emotional and Dialectal Flexibility**: Now supports more granular emotional controls and accent adjustments.
 
-
 ## Roadmap
 
 - [x] 2024/12