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Datasets:
imvladikon
/
hebrew_speech_kan

Tasks:
Automatic Speech Recognition
Modalities:
Audio
Text
Formats:
parquet
Languages:
Hebrew
Size:
10K - 100K
Libraries:
Datasets
Dask
Dataset card Viewer Files Community
hebrew_speech_kan
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---
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': 'ื”ื™ื ืžื‘ื™ื ื” ืื•ืชื™ ื™ื•ืชืจ ืžื›ืœ ืื—ื“ ืื—ืจ'}
```

### 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 ื›ืืŸ) 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]