README.md

metadata

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
      num_examples: 2527
    - name: test
      num_bytes: 1213623320
      num_examples: 632
  download_size: 5634163911
  dataset_size: 6061058756
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:

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}
}