Datasets:
Jagadeesh Rachapudi
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- README.md +50 -0
- dataset_infos.json +19 -0
README.md
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---
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datasets:
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- Jagadeesh9580/semi-Voxpopuli
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tags:
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- audio
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- multilingual
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- speech-recognition
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- speaker-identification
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- language-modeling
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license: apache-2.0
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---
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# VoxPopuli Multilingual Audio Dataset
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This dataset contains audio recordings in English (EN), Polish (PL), and Swedish (SV) languages. It is derived from the VoxPopuli dataset and tailored for multilingual language processing tasks.
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## Dataset Description
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- **Languages**: English (EN), Polish (PL), Swedish (SV)
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- **Type**: Audio dataset
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- **Source**: Derived from the VoxPopuli dataset
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- **Tasks**: Speech recognition, speaker identification, and language modeling
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The dataset includes audio clips and corresponding metadata to support research and development in multilingual audio processing.
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## Dataset Files
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The dataset includes the following files:
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- `data.csv`: Contains metadata about the audio files, including:
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- **File Path**: Path to the corresponding audio file
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- **Duration**: Duration of the audio clip (in seconds)
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- **Language Label**: EN, PL, or SV
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- Audio files: These are referenced in `data.csv` and can be downloaded separately if hosted elsewhere.
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## How to Use
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To load the dataset using the `datasets` library, use the following Python code:
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```python
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from datasets import load_dataset
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dataset = load_dataset("Jagadeesh9580/semi-Voxpopuli")
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@inproceedings{voxpopuli2021,
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title={VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning, and Interpretation},
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author={Schneider, Steffen et al.},
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year={2021}
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}
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```
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dataset_infos.json
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{
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"description": "Multilingual audio dataset derived from VoxPopuli. Contains audio clips in English (EN), Polish (PL), and Swedish (SV).",
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"citation": "@inproceedings{voxpopuli2021,\n title={VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation},\n author={Schneider, Steffen et al.},\n year={2021}\n}",
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"homepage": "https://github.com/facebookresearch/voxpopuli",
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"license": "CC BY-NC-SA 4.0",
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"features": {
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"audio": {
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"path": "string",
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"sampling_rate": "int32"
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},
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"language": {
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"type": "string",
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"enum": ["EN", "PL", "SV"]
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},
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"duration": "float32"
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},
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"task_categories": ["speech-recognition", "language-identification"],
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"languages": ["en", "pl", "sv"]
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}
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