Whispering-GPT/linustechtips-transcript-audio

---
task_categories:
- automatic-speech-recognition
dataset_info:
features:
- name: id
dtype: string
- name: channel
dtype: string
- name: channel_id
dtype: string
- name: title
dtype: string
- name: categories
sequence: string
- name: tags
sequence: string
- name: description
dtype: string
- name: text
dtype: string
- name: segments
list:
- name: start
dtype: float64
- name: end
dtype: float64
- name: text
dtype: string
- name: audio
dtype:
audio:
sampling_rate: 48000
splits:
- name: train
num_bytes: 117140526959.355
num_examples: 5643
download_size: 111764307564
dataset_size: 117140526959.355
tags:
- whisper
- whispering
- medium
---
# Dataset Card for "linustechtips"

## 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 [Linus Tech Tips](https://www.youtube.com/channel/UCXuqSBlHAE6Xw-yeJA0Tunw). 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 Linus Tech Tips.

### 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.
### Data Splits
- Train split.
## Dataset Creation
### Source Data
The transcriptions are from the videos of [Linus Tech Tips Channel](https://www.youtube.com/channel/UCXuqSBlHAE6Xw-yeJA0Tunw)
### Contributions
Thanks to [Whispering-GPT](https://huggingface.co/Whispering-GPT) organization for adding this dataset.

原始信息汇总

数据集概述

数据集信息

• 任务类别: 自动语音识别
• 数据集大小: 117140526959.355 字节
• 下载大小: 111764307564 字节
• 标签: whisper, whispering, medium

数据集特征

• id: 字符串类型
• channel: 字符串类型
• channel_id: 字符串类型
• title: 字符串类型
• categories: 字符串序列类型
• tags: 字符串序列类型
• description: 字符串类型
• text: 字符串类型
• segments: 列表类型，包含以下字段：
  • start: 浮点数类型
  • end: 浮点数类型
  • text: 字符串类型
• audio: 音频类型，采样率为 48000 Hz

数据集结构

• 训练集: 包含 5643 个样本，总大小为 117140526959.355 字节

数据集创建

• 来源数据: 来自 Linus Tech Tips 频道的视频
• 贡献者: Whispering-GPT 组织