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--- |
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license: apache-2.0 |
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dataset_info: |
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features: |
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- name: audio |
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dtype: audio |
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- name: transcription |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 131422878531.915 |
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num_examples: 1026047 |
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download_size: 130501007846 |
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dataset_size: 131422878531.915 |
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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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language: |
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- vi |
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task_categories: |
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- automatic-speech-recognition |
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--- |
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# VSV-1100: Vietnamese social voice dataset |
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## Introdution |
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This dataset includes over 1,100 hours of speech data. The voice samples were collected from a variety of social resources, ensuring a diverse representation of accents (north, central, south), dialects, and speaking styles. This diversity makes the dataset particularly valuable for training and evaluating ASR models, as it enhances their ability to accurately recognize and transcribe speech across different linguistic and cultural contexts. |
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This dataset is developed by Multimedia Communications Laboratory - University of Information Technology (MMLab-UIT) |
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See our model: https://github.com/NhutP/ViWhisper |
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### Statistics |
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- Number of samples: 1,026,047 |
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- Sampling rate: 16000 |
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- Size: 131 GB |
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### Example |
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``` |
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{'audio': {'path': None, |
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'array': array([....]), |
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'sampling_rate': 16000}, |
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'transcription': 'bạn có thể tìm ra cách khắc phục giai đoạn hai và ba tốt hơn'} |
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``` |
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### Usage |
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```python |
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from datasets import load_dataset |
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# load the dataset |
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ds = load_dataset("NhutP/VSV-1100", split= 'train') |
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# load in streaming mode |
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ds = load_dataset("NhutP/VSV-1100", split= 'train', streaming=True) |
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audio_array = ds[0]['audio']['array'] |
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transcription = ds[0]['transcription'] |
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``` |
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## Contributors |
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- [Pham Quang Nhut](https://github.com/NhutP) |
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- [Duong Pham Hoang Anh](https://github.com/HoangAnh109) |
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- [Nguyen Vinh Tiep](https://github.com/tiep-mmlab) |
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## Citation |
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``` |
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@misc{VSV-1100, |
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author = {Pham Quang Nhut and Duong Pham Hoang Anh and Nguyen Vinh Tiep}, |
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title = {VSV-1100: Vietnamese social voice dataset}, |
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url = {https://github.com/NhutP/VSV-1100}, |
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year = {2024} |
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} |
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``` |
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Also, please give us a star on github: https://github.com/NhutP/VSV-1100 if you find our project useful |
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Contact me at: [email protected] (Pham Quang Nhut) |
