Datasets:
Tasks:
Audio Classification
Modalities:
Audio
Formats:
parquet
Languages:
Romanian
Size:
10K - 100K
License:
| license: mit | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: validation | |
| path: data/validation-* | |
| - split: test | |
| path: data/test-* | |
| dataset_info: | |
| features: | |
| - name: record_id | |
| dtype: int32 | |
| - name: dialect | |
| dtype: | |
| class_label: | |
| names: | |
| '0': moldavian | |
| '1': romanian | |
| - name: gender | |
| dtype: | |
| class_label: | |
| names: | |
| '0': female | |
| '1': male | |
| - name: age | |
| dtype: | |
| class_label: | |
| names: | |
| '0': 10-20 | |
| '1': 20-30 | |
| '2': 30-40 | |
| '3': 40-50 | |
| '4': 50-60 | |
| '5': 50-70 | |
| '6': 60-70 | |
| '7': 70-80 | |
| '8': 80-90 | |
| - name: audio | |
| dtype: | |
| audio: | |
| sampling_rate: 16000 | |
| - name: sr | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 18646895232.952 | |
| num_examples: 77638 | |
| - name: validation | |
| num_bytes: 1421850967.4 | |
| num_examples: 5348 | |
| - name: test | |
| num_bytes: 1129435874.736 | |
| num_examples: 53485348 | |
| download_size: 21519950558 | |
| dataset_size: 21198182075.088 | |
| task_categories: | |
| - audio-classification | |
| language: | |
| - ro | |
| tags: | |
| - dialect | |
| - political | |
| size_categories: | |
| - 10K<n<100K | |
| # MoRoVoc | |
| MoRoVoc is a dataset that contains audio recordings with the following metadata: | |
| - **record_id**: Unique identifier for each record | |
| - **dialect**: Dialect/language variant of the speaker (i.e., either Romanian or Moldavian) | |
| - **gender**: Gender of the speaker | |
| - **age**: Age range of the speaker | |
| - **audio**: Audio file (WAV format) | |
| - **sr**: Sample rate of the audio | |
| You can read more about the dataset in the following paper: `work in progress`. | |
| ## Dataset Structure | |
| - **Train**: 77638 samples | |
| - **Validation**: 5348 samples | |
| - **Test**: 5348 samples | |
| ## Usage | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset("avramandrei/morovoc") | |
| # Access the splits | |
| train_data = dataset['train'] | |
| valid_data = dataset['validation'] | |
| test_data = dataset['test'] | |
| # Access a sample | |
| sample = train_data[0] | |
| audio_array = sample['audio']['array'] | |
| sampling_rate = sample['audio']['sampling_rate'] | |
| ``` | |
| ## Citation | |
| ``` | |
| Work in progress | |
| ``` |