Update README.md

README.md

@@ -28,3 +28,45 @@ configs:
   - split: validation
     path: data/validation-*
 ---
+# Dataset Details
+This is the Indonesia-to-English dataset for Speech Translation task. This dataset is acquired from [CoVoST](https://huggingface.co/datasets/facebook/covost2).
+CoVoST2 is end-to-end speech-to-text translation. The dataset is based on using Mozillas open-source Common Voice database of
+crowdsourced voice recordings. CoVoST2 is covering several languages, one of which is Indonesia. The Indonesian data has 2879 utterances and approximately 2 hours and 58 minutes of audio data.
+
+# Processing Steps
+Before the Fleurs dataset is extracted, there are some preprocessing steps to the data:
+1. Remove some unused columns.
+2. Switch the `id` column position into the first column.
+3. Rename the `sentence` column to `text_indo` and `translation` column to `text_en`.
+4. Cast the audio column into Audio object.
+5. Split into Train and Validation.
+
+# Dataset Structure
+```
+DatasetDict({
+    train: Dataset({
+        features: ['id', 'audio', 'text_indo', 'text_en'],
+        num_rows: 2892
+    }),
+    validation: Dataset({
+      features: ['id', 'audio', 'text_indo', 'text_en'],
+      num_rows: 724
+    }),
+})
+```
+
+# Citation
+```
+@article
+
+@misc{wang2020covost,
+    title={CoVoST 2: A Massively Multilingual Speech-to-Text Translation Corpus},
+    author={Changhan Wang and Anne Wu and Juan Pino},
+    year={2020},
+    eprint={2007.10310},
+    archivePrefix={arXiv},
+    primaryClass={cs.CL}
+```
+
+# Credits:
+Huge thanks to [Yasmin Moslem ](https://huggingface.co/ymoslem) for mentoring me.