|
--- |
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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: translation |
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dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 885158053.092 |
|
num_examples: 7478 |
|
- name: dev |
|
num_bytes: 330788279.48 |
|
num_examples: 1120 |
|
- name: test |
|
num_bytes: 44484347 |
|
num_examples: 347 |
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download_size: 1105429263 |
|
dataset_size: 1260430679.572 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
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path: data/train-* |
|
- split: dev |
|
path: data/dev-* |
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- split: test |
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path: data/test-* |
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license: cc-by-nc-sa-4.0 |
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task_categories: |
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- automatic-speech-recognition |
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- text-to-speech |
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- translation |
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language: |
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- ga |
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- en |
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size_categories: |
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- 1K<n<10K |
|
--- |
|
|
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## Dataset details |
|
|
|
IWSLT 2023/2024 dataset for Irish-to-English speech translation, as originally found on this [GitHub repository](https://github.com/shashwatup9k/iwslt2023_ga-eng/). |
|
The audio data consists of the [Common Voice](https://commonvoice.mozilla.org/en) and [Living Audio](https://github.com/Idlak/Living-Audio-Dataset) (IDLAK) datasets. |
|
|
|
> Data available since: Irish-English Speech Translation Shared Task@IWSLT-2023 and 2024 |
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> License: CC BY-NC-SA 4.0 |
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> Includes text/audio: yes |
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> Shared Task Organisers 2023: Ojha, Atul Kr.; Judge, John; McCrae, John P. |
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> Shared Task Organisers 2024: Ojha, Atul Kr.; McCrae, John P. |
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> Contact: [email protected], [email protected] |
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> Contributor/©holder: Insight Centre for Data Analytics, Data Science Institute, University of Galway, Ireland and ADAPT Centre, Ireland |
|
|
|
## How to load the dataset |
|
|
|
``` |
|
from datasets import load_dataset, DatasetDict |
|
|
|
iwslt2023_gaen = DatasetDict() |
|
|
|
iwslt2023_gaen["train"] = load_dataset("ymoslem/IWSLT2023-GA-EN", |
|
split="train", |
|
trust_remote_code=True, |
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) |
|
iwslt2023_gaen["dev"] = load_dataset("ymoslem/IWSLT2023-GA-EN", |
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split="dev", |
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trust_remote_code=True, |
|
) |
|
iwslt2023_gaen["test"] = load_dataset("ymoslem/IWSLT2023-GA-EN", |
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split="test", |
|
trust_remote_code=True, |
|
) |
|
|
|
``` |
|
|
|
## Dataset statistics |
|
|
|
``` |
|
DatasetDict({ |
|
train: Dataset({ |
|
features: ['audio', 'translation'], |
|
num_rows: 7478 |
|
}) |
|
dev: Dataset({ |
|
features: ['audio', 'translation'], |
|
num_rows: 1120 |
|
}) |
|
test: Dataset({ |
|
features: ['audio', 'translation'], |
|
num_rows: 347 |
|
}) |
|
}) |
|
``` |
|
|
|
## Citation |
|
|
|
``` |
|
@inproceedings{agrawal-etal-2023-findings, |
|
title = "{FINDINGS} {OF} {THE} {IWSLT} 2023 {EVALUATION} {CAMPAIGN}", |
|
author = {Agarwal, Milind and |
|
Agrawal, Sweta and |
|
Anastasopoulos, Antonios and |
|
Bentivogli, Luisa and |
|
Bojar, Ond{\v{r}}ej and |
|
Borg, Claudia and |
|
Carpuat, Marine and |
|
Cattoni, Roldano and |
|
Cettolo, Mauro and |
|
Chen, Mingda and |
|
Chen, William and |
|
Choukri, Khalid and |
|
Chronopoulou, Alexandra and |
|
Currey, Anna and |
|
Declerck, Thierry and |
|
Dong, Qianqian and |
|
Duh, Kevin and |
|
Est{\`e}ve, Yannick and |
|
Federico, Marcello and |
|
Gahbiche, Souhir and |
|
Haddow, Barry and |
|
Hsu, Benjamin and |
|
Mon Htut, Phu and |
|
Inaguma, Hirofumi and |
|
Javorsk{\'y}, D{\'a}vid and |
|
Judge, John and |
|
Kano, Yasumasa and |
|
Ko, Tom and |
|
Kumar, Rishu and |
|
Li, Pengwei and |
|
Ma, Xutai and |
|
Mathur, Prashant and |
|
Matusov, Evgeny and |
|
McNamee, Paul and |
|
P. McCrae, John and |
|
Murray, Kenton and |
|
Nadejde, Maria and |
|
Nakamura, Satoshi and |
|
Negri, Matteo and |
|
Nguyen, Ha and |
|
Niehues, Jan and |
|
Niu, Xing and |
|
Kr. Ojha, Atul and |
|
E. Ortega, John and |
|
Pal, Proyag and |
|
Pino, Juan and |
|
van der Plas, Lonneke and |
|
Pol{\'a}k, Peter and |
|
Rippeth, Elijah and |
|
Salesky, Elizabeth and |
|
Shi, Jiatong and |
|
Sperber, Matthias and |
|
St{\"u}ker, Sebastian and |
|
Sudoh, Katsuhito and |
|
Tang, Yun and |
|
Thompson, Brian and |
|
Tran, Kevin and |
|
Turchi, Marco and |
|
Waibel, Alex and |
|
Wang, Mingxuan and |
|
Watanabe, Shinji and |
|
Zevallos, Rodolfo}, |
|
editor = "Salesky, Elizabeth and |
|
Federico, Marcello and |
|
Carpuat, Marine", |
|
booktitle = "Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023)", |
|
month = jul, |
|
year = "2023", |
|
address = "Toronto, Canada (in-person and online)", |
|
publisher = "Association for Computational Linguistics", |
|
url = "https://aclanthology.org/2023.iwslt-1.1", |
|
doi = "10.18653/v1/2023.iwslt-1.1", |
|
pages = "1--61", |
|
abstract = "This paper reports on the shared tasks organized by the 20th IWSLT Conference. The shared tasks address 9 scientific challenges in spoken language translation: simultaneous and offline translation, automatic subtitling and dubbing, speech-to-speech translation, multilingual, dialect and low-resource speech translation, and formality control. The shared tasks attracted a total of 38 submissions by 31 teams. The growing interest towards spoken language translation is also witnessed by the constantly increasing number of shared task organizers and contributors to the overview paper, almost evenly distributed across industry and academia.", |
|
} |
|
``` |