Update README.md

Added dataset card

README.md

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 ---
+task_categories:
+- automatic-speech-recognition
 dataset_info:
   features:
   - name: id
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     num_examples: 370
   download_size: 15003651933
   dataset_size: 15013848071.0
+tags:
+- whisper
+- whispering
+- medium
 ---
-# Dataset Card for "yannick-kilcher-transcript-ogg"
+# Dataset Card for "yannic-kilcher-transcript-audio"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Homepage:** [Whispering-GPT](https://github.com/matallanas/whisper_gpt_pipeline)
+- **Repository:** [whisper_gpt_pipeline](https://github.com/matallanas/whisper_gpt_pipeline)
+- **Paper:** [whisper](https://cdn.openai.com/papers/whisper.pdf) and [gpt](https://s3-us-west-2.amazonaws.com/openai-assets/research-covers/language-unsupervised/language_understanding_paper.pdf)
+- **Point of Contact:** [Whispering-GPT organization](https://huggingface.co/Whispering-GPT)
+
+### Dataset Summary
+
+This dataset is created by applying whisper to the videos of the Youtube channel [Yannic Kilcher](https://www.youtube.com/yannickilcher). The dataset was created a medium size whisper model.
+
+### Languages
+
+- **Language**: English
+
+## Dataset Structure
+
+The dataset contains all the transcripts plus the audio of the different videos of Yannic Kilcher.
+
+### Data Fields
+
+The dataset is composed by:
+- **id**: Id of the youtube video.
+- **channel**: Name of the channel.
+- **channel\_id**: Id of the youtube channel.
+- **title**: Title given to the video.
+- **categories**: Category of the video.
+- **description**: Description added by the author.
+- **text**: Whole transcript of the video.
+- **segments**: A list with the time and transcription of the video.
+  - **start**: When started the trancription.
+  - **end**: When the transcription ends.
+  - **text**: The text of the transcription.
+- **audio**: the extracted audio of the video in ogg format.
+
+### Data Splits
+
+- Train split.
+
+## Dataset Creation
+### Source Data
+
+The transcriptions are from the videos of [Yannic Kilcher](https://www.youtube.com/yannickilcher)
+
+### Contributions
+
+Thanks to [Whispering-GPT](https://huggingface.co/Whispering-GPT) organization for adding this dataset.