Update README.md

README.md

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 license: mit
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-This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
-- Library: https://huggingface.co/Robzy/audiomamba
-- Docs: [More Information Needed]
+Model: Audio Mamba (AuM)
+Variant: Base, Fo-Bi
+
+Pretrained on AudioSet and VGGSoud. 
+
+
+Paper: https://arxiv.org/pdf/2406.03344