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Create README.md

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+ Downloaded version from [here](https://github.com/qiuqiangkong/audioset_tagging_cnn) contains 20550 / 22160 of the balaned training subset, 1913637 / 2041789 of the unbalanced training subset, and 18887 / 20371 of the evaluation subset.