Commit ·
e510280
1
Parent(s): 7272831
upload
Browse files- .gitattributes +1 -0
- README.md +49 -7
- ara.jsonl +3 -0
- ara.tar +3 -0
- cmn.jsonl +3 -0
- cmn.tar +3 -0
- cs_yodas.py +100 -0
- fra.jsonl +3 -0
- fra.tar.aa +3 -0
- fra.tar.ab +3 -0
- hin.jsonl +3 -0
- hin.tar +3 -0
- jpn.jsonl +3 -0
- jpn.tar +3 -0
- rus.jsonl +3 -0
- rus.tar +3 -0
.gitattributes
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@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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*.jsonl filter=lfs diff=lfs merge=lfs -text
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README.md
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# CS-YODAS: A Mined Dataset of In-the-Wild Code-Switched Speech
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## Overview
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CS-YODAS is a large-scale dataset of code-switched speech extracted from in-the-wild YouTube videos across six language pairs.
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For details, see the paper: [CS-YODAS: A Mined Dataset of In-the-Wild Code-Switched Speech](https://lrec.elra.info/lrec2026-main-456)
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## Dataset Statistics
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| Language | Code | Records |
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|----------|------|---------|
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| Arabic | ara | 245 |
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| Mandarin Chinese | cmn | 439 |
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| French | fra | 30,189 |
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| Hindi | hin | 1,834 |
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| Japanese | jpn | 242 |
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| Russian | rus | 1,081 |
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| **TOTAL** | | **34,030** |
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## How to Download
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```bash
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git lfs install
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git clone https://huggingface.co/datasets/byan/cs-yodas
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```
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Or load in 🤗 Datasets:
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```python
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from datasets import load_dataset
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data = load_dataset("byan/cs-yodas")
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```
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## License
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CC-BY-NC-4.0
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## Citation
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```bibtex
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@inproceedings{yan2026cs,
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title={CS-YODAS: A Mined Dataset of In-the-Wild Code-Switched Speech},
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author={Yan et al.},
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booktitle={Proceedings of LREC 2026},
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year={2026},
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doi={10.63317/3fir5kp98qyt}
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}
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```
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ara.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:19254013052100a5c780d2342c21185babee874cec6a7cb5f14c67bae1435abb
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size 929359
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ara.tar
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version https://git-lfs.github.com/spec/v1
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oid sha256:b72b946e6cf971f1e4130fad46e7368a28748e696d731722068db550a4b2bcc0
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size 561602560
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cmn.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:6cdad8b713ea41a598077dd0fedae14824eb2d6998970132d5b2c885201c7697
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size 1175420
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cmn.tar
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version https://git-lfs.github.com/spec/v1
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oid sha256:481ee979d308c99d3df40dd67cd55a7bbc5bd8fd98d316daa0d6ebd4f4b1cb81
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size 900536320
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cs_yodas.py
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import json
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from pathlib import Path
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import datasets
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_CITATION = """\
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@inproceedings{yan2026cs,
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title={CS-YODAS: A Mined Dataset of In-the-Wild Code-Switched Speech},
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author={Yan et al.},
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| 9 |
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booktitle={Proceedings of LREC 2026},
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year={2026},
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doi={10.63317/3fir5kp98qyt}
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}
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"""
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_DESCRIPTION = """\
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CS-YODAS: A Mined Dataset of In-the-Wild Code-Switched Speech
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"""
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_HOMEPAGE = "https://lrec.elra.info/lrec2026-main-456"
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_LICENSE = "CC-BY-NC-4.0"
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_LANGUAGES = ["ara", "cmn", "fra", "hin", "jpn", "rus"]
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class CSYodasConfig(datasets.BuilderConfig):
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"""Builder config for CS-YODAS dataset."""
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def __init__(self, language, **kwargs):
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super(CSYodasConfig, self).__init__(**kwargs)
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self.language = language
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class CSYodas(datasets.GeneratorBasedBuilder):
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"""CS-YODAS: A Mined Dataset of In-the-Wild Code-Switched Speech"""
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BUILDER_CONFIGS = [
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CSYodasConfig(
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name=lang,
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language=lang,
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version=datasets.Version("1.0.0"),
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description=f"CS-YODAS {lang} subset",
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)
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for lang in _LANGUAGES
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]
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DEFAULT_CONFIG_NAME = "fra"
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def _info(self):
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features(
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{
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"id": datasets.Value("string"),
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"text": datasets.Value("string"),
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"language": datasets.Value("string"),
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"languages": datasets.Sequence(datasets.Value("string")),
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"consistent": datasets.Value("int32"),
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"Q1": datasets.Value("string"),
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"Q2": datasets.Value("string"),
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"Q3": datasets.Value("string"),
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"Q4": datasets.Value("string"),
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"Q5": datasets.Value("string"),
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"Comments": datasets.Value("string"),
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"context_text": datasets.Value("string"),
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"context_text_list": datasets.Sequence(
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datasets.Sequence(datasets.Value("string"))
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),
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"kaldi_uttid": datasets.Value("string"),
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"all_code_switched_texts": datasets.Sequence(
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datasets.Value("string")
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),
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"wav_path": datasets.Value("string"),
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}
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),
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supervised_keys=None,
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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language = self.config.language
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={
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"filepath": f"{language}.jsonl",
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"language": language,
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},
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)
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]
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def _generate_examples(self, filepath, language):
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"""Generate examples from JSONL file."""
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with open(filepath, encoding="utf-8") as f:
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for idx, line in enumerate(f):
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if line.strip():
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data = json.loads(line)
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yield idx, data
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fra.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:76f415663519b4898ddd0540bbf7b5149aae25f181e9262a39e89aae843fbfda
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size 87735168
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fra.tar.aa
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version https://git-lfs.github.com/spec/v1
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oid sha256:0e53cb4f57f1245c341b10cf466a4173b653658a183a008a75c63b80045d66e9
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size 32212254720
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fra.tar.ab
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version https://git-lfs.github.com/spec/v1
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size 28187269120
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hin.jsonl
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version https://git-lfs.github.com/spec/v1
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size 10256431
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hin.tar
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version https://git-lfs.github.com/spec/v1
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size 4262277120
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jpn.jsonl
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version https://git-lfs.github.com/spec/v1
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size 602051
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jpn.tar
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version https://git-lfs.github.com/spec/v1
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size 453734400
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rus.jsonl
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version https://git-lfs.github.com/spec/v1
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size 3947866
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rus.tar
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version https://git-lfs.github.com/spec/v1
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size 2045777920
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