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Datasets:
HiTZ
/
composite_corpus_eu_v2.1

Tasks:
Automatic Speech Recognition
Modalities:
Audio
Text
Formats:
parquet
Languages:
Basque
Size:
100K - 1M
Tags:
asr
stt
dataset
Libraries:
Datasets
Dask
License:
Dataset card Viewer Files Community
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  2. README.md +105 -0
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.npy filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.ot filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.aac filter=lfs diff=lfs merge=lfs -text
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+ *.flac filter=lfs diff=lfs merge=lfs -text
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+ *.mp3 filter=lfs diff=lfs merge=lfs -text
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ *.wav filter=lfs diff=lfs merge=lfs -text
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+ # Image files - uncompressed
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+ *.bmp filter=lfs diff=lfs merge=lfs -text
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+ *.gif filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ *.jpeg filter=lfs diff=lfs merge=lfs -text
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+ *.webp filter=lfs diff=lfs merge=lfs -text
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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:
6
+ - 100K<n<1M
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+ task_categories:
8
+ - automatic-speech-recognition
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+ pretty_name: Composite dataset for basque v2.1
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+ tags:
11
+ - asr
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+ - stt
13
+ - dataset
14
+ configs:
15
+ - 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:
35
+ - 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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+
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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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+
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+ ## Train split:
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+ The train split is composed of the following datasets combined:
73
+ - **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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+
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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:
85
+ - **mozilla-foundation/common_voice_18_0/eu**: official "test" split.
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+ - **gttsehu/basque_parliament_1/eu**: official "test" split.
87
+ - **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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+
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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.
97
+ - **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.
99
+ - **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.
100
+ | 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** |
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