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Browse files- README.md +27 -71
- crowd/test/test-00000.tar +3 -0
- crowd/train/train-00000.tar +3 -0
- crowd/train/train-00001.tar +3 -0
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- farfield/test/test-00000.tar +3 -0
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README.md
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---
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language:
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- ru
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license: cc-by-4.0
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task_categories:
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- automatic-speech-recognition
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size_categories:
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- n>1M
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tags:
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- audio
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- speech
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- ASR
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- opus
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- voice
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- name: train
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- name: test
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---
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# GOLOS OPUS Dataset
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## Dataset Description
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GOLOS is a Russian dataset for speech research. This is the OPUS version of the GOLOS dataset.
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The dataset contains two subsets:
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- **crowd**: Crowd-sourced recordings
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- **farfield**: Far-field 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 crowd подмножества, тренировочного сплита
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dataset = load_dataset("Sh1man/golos_opus", "crowd", split="train")
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# Или использование всего датасета
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dataset = load_dataset("Sh1man/golos_opus", "crowd")
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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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|-------|---------|-------|
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| train | 979796 | 1094.99 |
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| test | 9994 | 11.20 |
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| **Total** | **989790** | **1106.19** |
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| Split | Samples | Hours |
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|-------|---------|-------|
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| train | 124003 | 132.46 |
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| test | 1916 | 1.41 |
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| **Total** | **125919** | **133.87** |
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## License
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pages={1419--1423},
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doi={10.21437/Interspeech.2021-462}
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}
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```
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---
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license: cc-by-nc-4.0
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language:
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- ru
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tags:
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- audio
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- speech
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- ASR
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- opus
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- voice
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configs:
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- config_name: crowd
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data_files:
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- split: train
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path: "crowd/train/*.tar"
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- split: test
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path: "crowd/test/*.tar"
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- config_name: farfield
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data_files:
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- split: train
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path: "farfield/train/*.tar"
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- split: test
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path: "farfield/test/*.tar"
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size_categories:
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- n<100K
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---
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## Dataset Description
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GOLOS is a Russian dataset for speech research. This is the OPUS version of the GOLOS dataset.
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### Usage
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```python
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from datasets import load_dataset, Audio
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dataset = load_dataset("Sh1man/golos_opus", "crowd", split="train")
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print(dataset[0]['opus'])
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```
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## Dataset Statistics
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## **Dataset structure**
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| Domain | Train files | Train hours | Test files | Test hours |
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|----------------|------------|--------|-------|------|
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| Crowd | 979 796 | 1 095 | 9 994 | 11.2 |
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| Farfield | 124 003 | 132.4| 1 916 | 1.4 |
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| Total | 1 103 799 | 1 227.4|11 910 | 12.6 |
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## License
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pages={1419--1423},
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doi={10.21437/Interspeech.2021-462}
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}
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```
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