imvladikon/hebrew_speech_kan

---
task_categories:
- automatic-speech-recognition
language:
- he
size_categories:
- 1K<n<10K
dataset_info:
features:
- name: audio
dtype:
audio:
sampling_rate: 16000
- name: sentence
dtype: string
splits:
- name: train
num_bytes: 1569850175.0
num_examples: 8000
- name: validation
num_bytes: 394275049.0
num_examples: 2000
download_size: 1989406585
dataset_size: 1964125224.0
---

# Dataset Card for Dataset Name

## Dataset Description

- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**

### Dataset Summary

Hebrew Dataset for ASR

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

[More Information Needed]

## Dataset Structure

### Data Instances

```json
{'audio': {'path': '/root/.cache/huggingface/datasets/downloads/extracted/8ce7402f6482c6053251d7f3000eec88668c994beb48b7ca7352e77ef810a0b6/train/e429593fede945c185897e378a5839f4198.wav',
'array': array([-0.00265503, -0.0018158 , -0.00149536, ..., -0.00135803,
-0.00231934, -0.00190735]),
'sampling_rate': 16000},
'sentence': 'היא מבינה אותי יותר מכל אחד אחר'}
```

### Data Fields

[More Information Needed]

### Data Splits

| | train | validation |
| ---- | ----- | ---------- |
| number of samples | 8000 | 2000 |
| hours | 6.92 | 1.73 |

## Dataset Creation

### Curation Rationale

scraped data from youtube (channel כאן) with removing outliers (by length and ratio between length of the audio and sentences)

### Source Data

#### Initial Data Collection and Normalization

#### Who are the source language producers?

[More Information Needed]

### Annotations

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

[More Information Needed]

### Citation Information

```
@misc{imvladikon2022hebrew_speech_kan,
author = {Gurevich, Vladimir},
title = {Hebrew Speech Recognition Dataset: Kan},
year = {2022},
howpublished = \url{https://huggingface.co/datasets/imvladikon/hebrew_speech_kan},
}
```

### Contributions

[More Information Needed]

原始信息汇总

数据集概述

• 任务类别: 自动语音识别
• 语言: 希伯来语
• 数据集大小: 1000 < n < 10000

数据集特征

• 音频特征:
  • 名称: audio
  • 数据类型:
    • 采样率: 16000
• 文本特征:
  • 名称: sentence
  • 数据类型: 字符串

数据集分割

	训练集	验证集
样本数量	8000	2000
字节数	1569850175.0	394275049.0
下载大小	1989406585	1964125224.0

数据集创建

• 数据来源: 从YouTube频道“כאן”抓取数据，移除了长度异常和音频与句子长度比例异常的数据。