Update README.md

README.md

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 # CNN14 Trained on VGGSound dataset with SimCLR and Fine Tuned on ESC50
 
 This repository provides all the necessary tools to perform audip classification with [CNN14 model](https://arxiv.org/abs/1912.10211) model, implemented with SpeechBrain. For a better experience we encourage you to learn more about
-[SpeechBrain](https://speechbrain.github.io). The encoder is first trained with SimCLR on the VGGGSound dataset, and then fine tuned on ESC50 folds 1,2,3. 
+[SpeechBrain](https://speechbrain.github.io). The encoder is first trained with SimCLR on the VGGSound dataset, and then fine tuned on ESC50 folds 1,2,3. 
 
 | Release | Classification Accuracy Valid | Classification Accuracy Test | 
 |:-------------:|:--------------:|:--------------:|