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--- |
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task_categories: |
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- automatic-speech-recognition |
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dataset_info: |
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features: |
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- name: id |
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dtype: string |
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- name: channel |
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dtype: string |
|
- name: channel_id |
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dtype: string |
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- name: title |
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dtype: string |
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- name: categories |
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sequence: string |
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- name: tags |
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sequence: string |
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- name: description |
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dtype: string |
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- name: text |
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dtype: string |
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- name: segments |
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list: |
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- name: start |
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dtype: float64 |
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- name: end |
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dtype: float64 |
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- name: text |
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dtype: string |
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- name: audio |
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dtype: audio |
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splits: |
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- name: train |
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num_bytes: 65356108140.0 |
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num_examples: 333 |
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download_size: 64386861854 |
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dataset_size: 65356108140.0 |
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tags: |
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- whisper |
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- whispering |
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- medium |
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--- |
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# Dataset Card for "lexFridmanPodcast-transcript-audio" |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [Whispering-GPT](https://github.com/matallanas/whisper_gpt_pipeline) |
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- **Repository:** [whisper_gpt_pipeline](https://github.com/matallanas/whisper_gpt_pipeline) |
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- **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) |
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- **Point of Contact:** [Whispering-GPT organization](https://huggingface.co/Whispering-GPT) |
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### Dataset Summary |
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This dataset is created by applying whisper to the videos of the Youtube channel [Lex Fridman Podcast](https://www.youtube.com/watch?v=FhfmGM6hswI&list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4&ab_channel=LexFridman). The dataset was created a medium size whisper model. |
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### Languages |
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- **Language**: English |
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## Dataset Structure |
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The dataset contains all the transcripts plus the audio of the different videos of Lex Fridman Podcast. |
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### Data Fields |
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The dataset is composed by: |
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- **id**: Id of the youtube video. |
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- **channel**: Name of the channel. |
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- **channel\_id**: Id of the youtube channel. |
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- **title**: Title given to the video. |
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- **categories**: Category of the video. |
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- **description**: Description added by the author. |
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- **text**: Whole transcript of the video. |
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- **segments**: A list with the time and transcription of the video. |
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- **start**: When started the trancription. |
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- **end**: When the transcription ends. |
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- **text**: The text of the transcription. |
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- **audio**: the extracted audio of the video in ogg format. |
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### Data Splits |
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- Train split. |
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## Dataset Creation |
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### Source Data |
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The transcriptions are from the videos of [Lex Fridman Podcast](https://www.youtube.com/watch?v=FhfmGM6hswI&list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4&ab_channel=LexFridman) |
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### Contributions |
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Thanks to [Whispering-GPT](https://huggingface.co/Whispering-GPT) organization for adding this dataset. |
