add: update docs

README.md

@@ -52,4 +52,11 @@ tags:
 - Quran
 size_categories:
 - 10K<n<100K
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+---
+# Recitation Segmentations Dataset
+
+This an modfied version of [this dataset](https://huggingface.co/datasets/obadx/recitation-segmentation) with these modifications:
+* adding augmentation to the speed of the recitations utterance with column `speed` reflects the speed from 0.8 to 1.5 on 40% of the dataset using [audumentations](https://iver56.github.io/audiomentations/).
+* adding data augmentation with [audiomentations](https://iver56.github.io/audiomentations/) on 40% of the dataset to prepare it for training the recitations spliter.
+
+The codes for building this dataset is available at [github](https://github.com/obadx/recitations-segmenter)