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Update README.md

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@@ -6,7 +6,7 @@ tags:
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  - speech
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  ---
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- # WavLM-Base
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  [Microsoft's WavLM](https://github.com/microsoft/unilm/tree/master/wavlm)
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@@ -23,6 +23,9 @@ Authors: Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Che
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  The original model can be found under https://github.com/microsoft/unilm/tree/master/wavlm.
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  # Usage
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  ## Speaker Diarization
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  ```python
 
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  - speech
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  ---
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+ # WavLM-Base for Speaker Diarization
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  [Microsoft's WavLM](https://github.com/microsoft/unilm/tree/master/wavlm)
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  The original model can be found under https://github.com/microsoft/unilm/tree/master/wavlm.
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+ # Fine-tuning details
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+ The model is fine-tuned on the [LibriMix dataset](https://github.com/JorisCos/LibriMix) using just a linear layer for mapping the network outputs.
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+
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  # Usage
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  ## Speaker Diarization
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  ```python