Datasets:
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README.md
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open_stt is a Russian dataset for speech research.
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## Dataset Structure
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This dataset is organized
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### asr_calls_v2 subset
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open_stt is a Russian dataset for speech research.
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## Subsets
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The dataset contains two subsets:
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- **asr_calls_v2**: calls recordings
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- **buriy_audio_books_2**: books recordings
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- **public_youtube700**: youtube recordings
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## Dataset Structure
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This dataset is organized in the Common Voice format:
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- `/audio/{subset}/{split}/` - Contains TAR files with audio files
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- `/transcript/{subset}/` - Contains TSV files with transcriptions
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- `/n_shards.json` - Contains information about the number of shards for each subset and split
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## Usage
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```python
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from datasets import load_dataset
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from torch.utils.data import DataLoader
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# Загрузка public_youtube700 подмножества, тренировочного сплита
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dataset = load_dataset("Sh1man/silero_open_stt", "public_youtube700", split="train")
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# Или использование всего датасета
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dataset = load_dataset("Sh1man/silero_open_stt", "public_youtube700")
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train_dataset = dataset["train"]
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test_dataset = dataset["test"]
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# Создание DataLoader
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dataloader = DataLoader(dataset, batch_size=32)
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# Доступ к данным
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for batch in dataloader:
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print(batch["audio"])
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print(batch["text"])
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```
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## Dataset Statistics
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### asr_calls_v2 subset
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