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--- |
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license: mit |
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dataset_info: |
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features: |
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- name: file_name |
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dtype: string |
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- name: text |
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dtype: string |
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- name: audio |
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dtype: |
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audio: |
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sampling_rate: 16000 |
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- name: duration |
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dtype: float64 |
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- name: sample_rate |
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dtype: int64 |
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- name: __index_level_0__ |
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dtype: int64 |
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splits: |
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- name: train |
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num_bytes: 4847435436.0 |
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num_examples: 2527 |
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- name: test |
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num_bytes: 1213623320.0 |
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num_examples: 632 |
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download_size: 5634163911 |
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dataset_size: 6061058756.0 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: test |
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path: data/test-* |
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--- |
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# Omarrran/dr_andrew_Huberman_eng_tts_hf_dataset |
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## Dataset Description |
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This dataset contains English text-to-speech (TTS) data, including paired text and audio files. |
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## Dataset Statistics |
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- Total number of samples: 3159 |
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- Number of samples in train split: 2527 |
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- Number of samples in test split: 632 |
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### Audio Statistics |
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- Total audio duration: 31563.23 seconds (8.77 hours) |
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- Average audio duration: 9.99 seconds |
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- Minimum audio duration: 1.09 seconds |
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- Maximum audio duration: 10.00 seconds |
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### Text Statistics |
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- Total number of words: 110645 |
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- Average number of words per sample: 35.03 |
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- Minimum number of words in a sample: 0 |
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- Maximum number of words in a sample: 74 |
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## Dataset Structure |
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The dataset contains the following fields: |
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- `file_name`: Value(dtype='string', id=None) |
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- `text`: Value(dtype='string', id=None) |
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- `audio`: Audio(sampling_rate=16000, mono=True, decode=True, id=None) |
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- `duration`: Value(dtype='float64', id=None) |
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- `sample_rate`: Value(dtype='int64', id=None) |
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- `__index_level_0__`: Value(dtype='int64', id=None) |
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## Usage Example |
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Here's a simple example of how to load and use this dataset: |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset('Omarrran/dr_andrew_Huberman_eng_tts_hf_dataset') |
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# Access the training split |
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train_data = dataset['train'] |
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# Get the first sample |
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first_sample = train_data[0] |
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print(f"Text: {first_sample['text']}") |
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print(f"Audio file: {first_sample['audio']}") |
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``` |
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## License |
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Please refer to the dataset card for license information. |
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## Citation |
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If you use this dataset in your research, please cite it as follows: |
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``` |
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@dataset{english_tts_hf_dataset, |
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author = {Haq Nawaz Malik}, |
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title = {Omarrran/dr_andrew_Huberman_eng_tts_hf_dataset}, |
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year = {2023}, |
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url = {https://huggingface.co/datasets/Omarrran/dr_andrew_Huberman_eng_tts_hf_dataset} |
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} |
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``` |
