Update README.md

README.md

@@ -39,10 +39,15 @@ configs:
     path: data/test-*
 ---
 
-A Speech to Intent dataset for Indian English (`en-IN`)
+Skit-S2I is a **Speech to Intent** dataset for Indian English (`en-IN`), that covers 14 coarse-grained intents from the Banking domain. This work is inspired by a similar release in the [Minds-14 dataset](https://huggingface.co/datasets/PolyAI/minds14) - here, we restrict ourselves to Indian English but with a larger training set. The dataset is split into:
+- test - `100` samples per intent
+- train - `>650` samples per intent
+
+The data was generated by 11 Indian speakers, recording over a telephony line. We also provide access to anonymised speaker information - like gender, languages spoken, native language - to enable more structured discussions around robustness and bias, in the models you train.
+
 
 <div class="course-tip course-tip-orange bg-gradient-to-br dark:bg-gradient-to-r before:border-orange-500 dark:before:border-orange-800 from-orange-50 dark:from-gray-900 to-white dark:to-gray-950 border border-orange-50 text-orange-700 dark:text-gray-400">
-  <p>This Datasheet is inspired from the <a href="https://arxiv.org/pdf/1803.09010.pdf" target="_blank">Datasheets for datasets</a> paper.</p>
+  <p>This Datasheet follows from the <a href="https://arxiv.org/pdf/1803.09010.pdf" target="_blank">Datasheets for datasets</a> paper.</p>
 </div>
 
 # Motivation