| ---
|
| license: cc-by-4.0
|
| task_categories:
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| - automatic-speech-recognition
|
| language:
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| - lo
|
| tags:
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| - audio
|
| - speech-to-text
|
| - lao
|
| pretty_name: Lao STT Training Data
|
| size_categories:
|
| - 1K<n<10K
|
| configs:
|
| - config_name: default
|
| data_files:
|
| - split: train
|
| path: data/train-*
|
| - split: validation
|
| path: data/validation-*
|
| dataset_info:
|
| features:
|
| - name: audio
|
| dtype:
|
| audio:
|
| sampling_rate: 16000
|
| - name: sentence
|
| dtype: string
|
| splits:
|
| - name: train
|
| num_bytes: 372393418.872
|
| num_examples: 1772
|
| - name: validation
|
| num_bytes: 372393433.872
|
| num_examples: 1772
|
| download_size: 945405708
|
| dataset_size: 744786852.744
|
| ---
|
| # Lao Speech-to-Text Training Data
|
|
|
| ຊຸດຂໍ້ມູນນີ້ຖືກຈັດກຽມຂຶ້ນມາເພື່ອໃຊ້ສຳລັບການເທຣນ ແລະ ປັບແຕ່ງ (Fine-tuning) ໂມເດວ Speech-to-Text (ເຊັ່ນ OpenAI Whisper) ສຳລັບພາສາລາວ.
|
|
|
| ## ໂຄງສ້າງຂອງຂໍ້ມູນ (Dataset Structure)
|
| - **Train set:** ໄຟລ໌ສຽງຢູ່ໃນໂຟນເດີ `train/` ແລະ ມີການ Mapping ຂໍ້ຄວາມໃນ `train.csv`
|
| - **Validation set:** ໄຟລ໌ສຽງຢູ່ໃນໂຟນເດີ `validation/` ແລະ ມີການ Mapping ຂໍ້ຄວາມໃນ `validation.csv`
|
|
|
| ### ຮູບແບບຂໍ້ມູນໃນໄຟລ໌ CSV:
|
| - `audio`: ເສັ້ນທາງໄປຫາໄຟລ໌ສຽງ (e.g., `train/audio25000.wav`)
|
| - `sentence`: ຂໍ້ຄວາມຖອດຊັບພາສາລາວ (e.g., `ສອນວິທີຫຍໍ້ຮູບ ດ້ວຍ Ai...`)
|
|
|
| ## ວິທີການເອີ້ນໃຊ້ໃນ Python
|
| ເຈົ້າສາມາດດຶງ Dataset ນີ້ໄປໃຊ້ໃນໂຄ້ດເທຣນ (ເຊັ່ນ Google Colab) ໄດ້ງ່າຍໆດ້ວຍຄຳສັ່ງ:
|
|
|
| ```python
|
| from datasets import load_dataset
|
|
|
| dataset = load_dataset("KitTzk/lao_stt_training_data")
|
| print(dataset) |
