--- license: cc-by-nc-sa-4.0 dataset_info: - config_name: hausa-batch-0 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 51989828502.4 num_examples: 236200 download_size: 50287190320 dataset_size: 51989828502.4 - config_name: hausa-batch-1 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 52726128301.0 num_examples: 236200 download_size: 50290007823 dataset_size: 52726128301.0 - config_name: hausa-batch-2 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 51281000103.18 num_examples: 236199 download_size: 50232098312 dataset_size: 51281000103.18 - config_name: igbo-batch-0 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 52669066749.528 num_examples: 195644 download_size: 50835735444 dataset_size: 52669066749.528 - config_name: igbo-batch-1 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 52794245312.468 num_examples: 195644 download_size: 50752081822 dataset_size: 52794245312.468 - config_name: igbo-batch-2 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 52319898032.061 num_examples: 195643 download_size: 50768557105 dataset_size: 52319898032.061 - config_name: yoruba-batch-0 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 49056406265.052 num_examples: 207386 download_size: 47570454965 dataset_size: 49056406265.052 - config_name: yoruba-batch-1 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 49701744358.902 num_examples: 207386 download_size: 47616192158 dataset_size: 49701744358.902 - config_name: yoruba-batch-2 features: - name: audio dtype: audio - name: speaker_id dtype: string - name: text dtype: string - name: language dtype: string - name: gender dtype: string - name: age_range dtype: string - name: phase dtype: string splits: - name: train num_bytes: 49400803673.08 num_examples: 207384 download_size: 47591015820 dataset_size: 49400803673.08 configs: - config_name: hausa-batch-0 data_files: - split: train path: hausa-batch-0/train-* - config_name: hausa-batch-1 data_files: - split: train path: hausa-batch-1/train-* - config_name: hausa-batch-2 data_files: - split: train path: hausa-batch-2/train-* - config_name: igbo-batch-0 data_files: - split: train path: igbo-batch-0/train-* - config_name: igbo-batch-1 data_files: - split: train path: igbo-batch-1/train-* - config_name: igbo-batch-2 data_files: - split: train path: igbo-batch-2/train-* - config_name: yoruba-batch-0 data_files: - split: train path: yoruba-batch-0/train-* - config_name: yoruba-batch-1 data_files: - split: train path: yoruba-batch-1/train-* - config_name: yoruba-batch-2 data_files: - split: train path: yoruba-batch-2/train-* extra_gated_heading: "You need to register at NaijaVoices to use this dataset. It'll only take a minute" extra_gated_prompt: "Click [here](https://naijavoices.com/membership) to register on NaijaVoices in the tier that corresponds to your use case." extra_gated_fields: First Name: text Last Name: text Email address (used during registration): text I have registered on NaijaVoices and obtained a membership: checkbox --- >Important Information: please be aware that this version of the dataset is huge (500+ GB) and can therefore be challenging to use. To alleviate this and facilitate adoption, we’ve provided a compressed version (84GB) [here](https://huggingface.co/datasets/naijavoices/naijavoices-dataset-compressed). We suggest using that instead if you have compute/storage constraints. They are both the exact same data. ## Introduction Welcome to the NaijaVoices dataset. The NaijaVoices dataset consists of 1,800 hours of authentic speech (from over 5,000 diverse speakers!) and expert curated text in Igbo, Hausa, and Yoruba. ~600 hours for each of the three languages. It also boasts of adequate female representation and balanced age-range distribution (young to old speakers). For more about the dataset info visit our website: [https://naijavoices.com/](https://naijavoices.com/). By using this dataset, you acknowledge reading and accepting to use this dataset accoridng to the [data usage terms and conditions](https://naijavoices.com/terms-and-conditions). ## Metadata Each row contains the audio data, the transcript, the language of the transcript, the speaker id, along with their gender and age-range. Use the “Dataset Viewer” to look at the dataset. ## Usage To ease usage, we divided the dataset into batches. Specifically, we batched the dataset into their languages, and further into three uniform batches for each language. Each batch should contain approximately 167 hours. We obtained the following batches: 1. `igbo-batch-0` 2. `igbo-batch-1` 3. `igbo-batch-2` 4. `yoruba-batch-0` 5. `yoruba-batch-1` 6. `yoruba-batch-2` 7. `hausa-batch-0` 8. `hausa-batch-1` 9. `hausa-batch-2` To load a specific batch run (e.g. “igbo-batch-1”: ```python from datasets import load_dataset # If the dataset is gated/private, make sure you have run "huggingface-cli login" dataset = load_dataset("naijavoices/naijavoices-dataset","igbo-batch-1") ``` If you want to load the whole dataset, then just do ```python dataset = load_dataset("naijavoices/naijavoices-dataset") ``` It is advisable to load the batch in streaming mode by setting `streaming=True` ```python # Streaming mode dataset = load_dataset("naijavoices/naijavoices-dataset", streaming=True) ``` ## License The NaijaVoices dataset is licensed under the [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/deed.en) license. Basically, It's free for research (non-commercial) use, with proper credit to the community. For commercial interests, please [check out our membership tiers](https://naijavoices.com/membership#membership_tiers) which offer special commercial waivers.