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dr_andrew_Huberman_eng_tts_hf_dataset

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dr_andrew_Huberman_eng_tts_hf_dataset
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---
license: mit
dataset_info:
  features:
  - name: file_name
    dtype: string
  - name: text
    dtype: string
  - name: audio
    dtype:
      audio:
        sampling_rate: 16000
  - name: duration
    dtype: float64
  - name: sample_rate
    dtype: int64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: train
    num_bytes: 4847435436.0
    num_examples: 2527
  - name: test
    num_bytes: 1213623320.0
    num_examples: 632
  download_size: 5634163911
  dataset_size: 6061058756.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
---


# Omarrran/dr_andrew_Huberman_eng_tts_hf_dataset

## Dataset Description

This dataset contains English text-to-speech (TTS) data, including paired text and audio files.

## Dataset Statistics

- Total number of samples: 3159
- Number of samples in train split: 2527
- Number of samples in test split: 632

### Audio Statistics

- Total audio duration: 31563.23 seconds (8.77 hours)
- Average audio duration: 9.99 seconds
- Minimum audio duration: 1.09 seconds
- Maximum audio duration: 10.00 seconds

### Text Statistics

- Total number of words: 110645
- Average number of words per sample: 35.03
- Minimum number of words in a sample: 0
- Maximum number of words in a sample: 74

## Dataset Structure

The dataset contains the following fields:

- `file_name`: Value(dtype='string', id=None)
- `text`: Value(dtype='string', id=None)
- `audio`: Audio(sampling_rate=16000, mono=True, decode=True, id=None)
- `duration`: Value(dtype='float64', id=None)
- `sample_rate`: Value(dtype='int64', id=None)
- `__index_level_0__`: Value(dtype='int64', id=None)

## Usage Example

Here's a simple example of how to load and use this dataset:

```python
from datasets import load_dataset

dataset = load_dataset('Omarrran/dr_andrew_Huberman_eng_tts_hf_dataset')

# Access the training split
train_data = dataset['train']

# Get the first sample
first_sample = train_data[0]
print(f"Text: {first_sample['text']}")
print(f"Audio file: {first_sample['audio']}")
```

## License

Please refer to the dataset card for license information.

## Citation

If you use this dataset in your research, please cite it as follows:

```
@dataset{english_tts_hf_dataset,
  author = {Haq Nawaz Malik},
  title = {Omarrran/dr_andrew_Huberman_eng_tts_hf_dataset},
  year = {2023},
  url = {https://huggingface.co/datasets/Omarrran/dr_andrew_Huberman_eng_tts_hf_dataset}
}
```