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update readme

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@@ -13,7 +13,9 @@ This repository provides an implementation of the MiniMax-Speech model, featurin
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  - **24kHz Audio Support**: High-quality audio generation at 24kHz sampling rate
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  - **Two-Stage Architecture**: Optimized training pipeline with discrete and continuous representations
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  - **Modular Design**: Separate components for audio codec and variational autoencoder
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- - **CosyVoice2 Integration**: Leverages proven components from the CosyVoice2 framework
 
 
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  ## Architecture
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  - **24kHz Audio Support**: High-quality audio generation at 24kHz sampling rate
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  - **Two-Stage Architecture**: Optimized training pipeline with discrete and continuous representations
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  - **Modular Design**: Separate components for audio codec and variational autoencoder
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+ - **CosyVoice2 Decoder**: Leverages proven components from the CosyVoice2's Decoder framework
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+ - **Flow matching AE**: Flow matching training for autoencoders
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+ - **Immiscible assignment**: Support immiscible adding noise while training
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  ## Architecture
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