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Add dataset visualization on README.md

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@@ -2,6 +2,10 @@ https://github.com/karolpiczak/ESC-50
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  The dataset is available under the terms of the Creative Commons Attribution Non-Commercial license.
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  K. J. Piczak. ESC: Dataset for Environmental Sound Classification. Proceedings of the 23rd Annual ACM Conference on Multimedia, Brisbane, Australia, 2015.
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- [DOI: http://dx.doi.org/10.1145/2733373.2806390]
 
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  The dataset is available under the terms of the Creative Commons Attribution Non-Commercial license.
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+ If you want to visualize the dataset, please feel free to check out the [Nomic Atlas Map](https://atlas.nomic.ai/data/tpremrud/environment-sound-1/map?xs=-42.06281&xf=44.59119&ys=-24.63575&yf=24.75874) of the dataset.
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+ [<img src="https://huggingface.co/datasets/ashraq/esc50/blob/main/atlas_map.png" alt="Atlas Nomic Dataset Map" width="400" height="400" />](https://atlas.nomic.ai/data/tpremrud/environment-sound-1/map?xs=-42.06281&xf=44.59119&ys=-24.63575&yf=24.75874)
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  K. J. Piczak. ESC: Dataset for Environmental Sound Classification. Proceedings of the 23rd Annual ACM Conference on Multimedia, Brisbane, Australia, 2015.
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+ [DOI: http://dx.doi.org/10.1145/2733373.2806390]