kalyc commented on a change in pull request #13325: [MXNET-1210 ] Gluon Audio - 
Example
URL: https://github.com/apache/incubator-mxnet/pull/13325#discussion_r237253821
 
 

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 File path: example/gluon/urban_sounds/README.md
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+# Urban Sounds classification in MXNet
+
+This example provides an end-to-end pipeline for a common datahack competition 
- Urban Sounds Classification Example.
+Below is the link to the competition:
+https://datahack.analyticsvidhya.com/contest/practice-problem-urban-sound-classification/
+
+After logging in, the data set can be downloaded.
+The details of the dataset and the link to download it are given below:
+
+
+Urban Sounds Dataset:
+## Description
+  The dataset contains 8732 wav files which are audio samples(<= 4s)) of 
street sounds like engine_idling, car_horn, children_playing, dog_barking and 
so on.
+  The task is to classify these audio samples into one of the 10 labels.
+
 
 Review comment:
   nit: please add list of available labels here as well

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