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Browse files- README.md +51 -59
- asr_calls_v2/train/train-00000.tar +3 -0
- asr_calls_v2/validate/validate-00000.tar +3 -0
- buriy_audio_books_2/train/train-00000.tar +3 -0
- buriy_audio_books_2/validate/validate-00000.tar +3 -0
- public_youtube700/train/train-00000.tar +3 -0
- public_youtube700/validate/validate-00000.tar +3 -0
    	
        README.md
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            ---
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            language:
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            - ru
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            license: cc-by-nc-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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            - 10K<n<100K
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            tags:
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            - audio
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            - speech
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            - Russian
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            - ASR
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            - voice
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            ---
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            ## Dataset Description
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            open_stt is a Russian dataset for speech research.
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            ## Subsets
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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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            - `/metadata/{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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            | Split | Samples |
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            |-------|--------|
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            | train | 4386 |
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            | validate | 2925 |
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            | **Total** | **7311** |
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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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            - Russian
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            - ASR
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            - mp3
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            - voice
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            configs:
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            - config_name: asr_calls_v2
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              data_files:
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              - split: train
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                path: "asr_calls_v2/train/*.tar"
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              - split: validate
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                path: "asr_calls_v2/validate/*.tar"
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            - config_name: buriy_audio_books_2
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              data_files:
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              - split: train
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                path: "buriy_audio_books_2/train/*.tar"
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              - split: validate
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                path: "buriy_audio_books_2/validate/*.tar"
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            - config_name: public_youtube700
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              data_files:
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              - split: train
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                path: "public_youtube700/train/*.tar"
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              - split: validate
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                path: "public_youtube700/validate/*.tar"
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            size_categories:
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            - n<100K
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            ## Dataset Description
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            Набор данных validated.tsv отфильтрованный по down_votes = 0
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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/silero_open_stt", "asr_calls_v2", split="train")
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            print(dataset[0]['wav'])
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            ```
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            ## Subsets
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            - **buriy_audio_books_2**: books recordings
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            - **public_youtube700**: youtube recordings
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            ## Dataset Statistics
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            ### asr_calls_v2 subset
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            | Split | Samples |
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            |-------|--------|
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            | train | 4386 |
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            | validate | 2925 |
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            | **Total** | **7311** |
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            ### Licensing Information
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            Public Domain, [CC-0](https://creativecommons.org/share-your-work/public-domain/cc0/)
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            ### Citation Information
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            ```
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            @inproceedings{commonvoice:2020,
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              author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},
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              title = {Common Voice: A Massively-Multilingual Speech Corpus},
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              booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},
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              pages = {4211--4215},
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              year = 2020
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            }
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            ```
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