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--- |
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language: |
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- eu |
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license: cc-by-4.0 |
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size_categories: |
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- 100K<n<1M |
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task_categories: |
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- automatic-speech-recognition |
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pretty_name: Composite dataset for basque v2.1 |
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tags: |
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- asr |
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- stt |
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- dataset |
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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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- split: test_cv |
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path: data/test_cv-* |
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- split: test_parl |
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path: data/test_parl-* |
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- split: test_oslr |
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path: data/test_oslr-* |
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- split: dev |
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path: data/dev-* |
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- split: dev_cv |
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path: data/dev_cv-* |
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- split: dev_parl |
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path: data/dev_parl-* |
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- split: dev_oslr |
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path: data/dev_oslr-* |
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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: sentence |
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dtype: string |
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- name: duration |
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dtype: float64 |
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splits: |
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- name: train |
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num_bytes: 77939859505 |
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num_examples: 387426 |
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- name: dev |
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num_bytes: 350063742 |
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num_examples: 1691 |
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- name: dev_cv |
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num_bytes: 117244633 |
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num_examples: 620 |
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- name: dev_parl |
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num_bytes: 116145832 |
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num_examples: 550 |
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- name: dev_oslr |
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num_bytes: 116673276 |
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num_examples: 521 |
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- name: test_cv |
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num_bytes: 2789895701 |
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num_examples: 14312 |
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- name: test_parl |
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num_bytes: 328152751 |
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num_examples: 1521 |
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- name: test_oslr |
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num_bytes: 118968255 |
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num_examples: 526 |
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--- |
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# Composite dataset for Basque made from public available data |
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This dataset is composed of the following public available data: |
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## Train split: |
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The train split is composed of the following datasets combined: |
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- **mozilla-foundation/common_voice_18_0/eu**: "validated" split removing "test_cv" and "dev_cv" split's sentences. (validated split contains official train + dev + test splits and more unique data) |
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- **gttsehu/basque_parliament_1/eu**: "train_clean" split removing some of the sentences that are repeated in "test_parl" and "dev_parl" splits (not the same recording but same text). |
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- **openslr**: a train split made from the SLR76 (Basque recordings) subset, this split has been cleaned from acronyms, numbers and sentences that are repeated in the following "test_oslr" and "dev_oslr" splits. |
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| Split tag | Source | Hours | Sentences | |
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|:---------:|:--------------------:|:------------:|:----------:| |
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| - | common_voice_18_0 | 300.05 h | 198498 | |
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| - | basque_parliament_1 | 369.65 h | 185699 | |
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| - | openslr | 6.28 h | 3229 | |
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| train | **Total** | **675.98 h** | **387426** | |
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## Test splits: |
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Those test splits are separated, and it is recommended to not evaluate them together in a single split: |
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- **mozilla-foundation/common_voice_18_0/eu**: official "test" split. |
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- **gttsehu/basque_parliament_1/eu**: official "test" split. |
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- **openslr**: a test split made from the SLR76 (Basque recordings) subset, this split has been cleaned from acronyms, numbers and repeated sentences so all of them are only once in the split. |
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| Split tag | Source | Hours | Sentences | |
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|:---------:|:--------------------:|:------------:|:----------:| |
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| test_cv | common_voice_18_0 | 24.2 h | 14312 | |
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| test_parl | basque_parliament_1 | 2.85 h | 1521 | |
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| test_oslr | openslr | 1.03 h | 526 | |
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| | **Total** | **28.08 h** | **16359** | |
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## Dev splits: |
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Theres a dev split composed by 3 dev subsplits that are also independently accesible. It is recommended to use the combined "dev" split for development tasks since it is accurately balanced in number of hours. |
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- **mozilla-foundation/common_voice_18_0/eu**: a small dev split made from the official "dev" split. |
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- **gttsehu/basque_parliament_1/eu**: a small dev split made from the official "dev" split. |
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- **openslr**: a dev split made from the SLR76 (Basque recordings) subset, this split has been cleaned from acronyms, numbers and repeated sentences so all of them are only once in the split. |
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| Split tag | Source | Hours | Sentences | |
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|:---------:|:--------------------:|:------------:|:----------:| |
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| dev_cv | common_voice_18_0 | 1.02 h | 620 | |
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| dev_parl | basque_parliament_1 | 1.01 h | 550 | |
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| dev_oslr | openslr | 1.01 h | 521 | |
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| dev | **Total** | **3.04 h** | **1691** | |
