|
--- |
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dataset_info: |
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features: |
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- name: original_speech |
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dtype: string |
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- name: original_language |
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dtype: string |
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- name: audio_path |
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dtype: string |
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- name: segment_start |
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dtype: float32 |
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- name: segment_end |
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dtype: float32 |
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- name: transcriptions |
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struct: |
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- name: de |
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dtype: string |
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- name: en |
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dtype: string |
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- name: es |
|
dtype: string |
|
- name: fr |
|
dtype: string |
|
- name: it |
|
dtype: string |
|
- name: nl |
|
dtype: string |
|
- name: pl |
|
dtype: string |
|
- name: pt |
|
dtype: string |
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- name: ro |
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dtype: string |
|
splits: |
|
- name: train |
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num_bytes: 147857910 |
|
num_examples: 116138 |
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- name: valid |
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num_bytes: 21318985 |
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num_examples: 17538 |
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- name: test |
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num_bytes: 22580968 |
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num_examples: 18901 |
|
download_size: 109205144 |
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dataset_size: 191757863 |
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task_categories: |
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- translation |
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- text-to-speech |
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language: |
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- es |
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- de |
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- en |
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- fr |
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- nl |
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- pl |
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- pt |
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- ro |
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- it |
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size_categories: |
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- 100K<n<1M |
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license: cc-by-nc-4.0 |
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--- |
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# Dataset Card for "Europarl-ST" |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Additional Information](#additional-information) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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## Dataset Description |
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- **Homepage:** https://www.mllp.upv.es/europarl-st/ |
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- **Paper:** https://ieeexplore.ieee.org/document/9054626 |
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- **Point of Contact:** https://www.mllp.upv.es/ |
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### Dataset Summary |
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Europarl-ST is a Multilingual Speech Translation Corpus, that contains paired audio-text samples for Speech Translation, constructed using the debates carried out in the European Parliament in the period between 2008 and 2012. |
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### Languages |
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Spanish, German, English, French, Dutch, Polish, Portuguese, Romanian, Italian |
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## Dataset Structure |
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### Data Fields |
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- **original_audio:** The original speech that is heard on the recording. |
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- **original_language:** The language of the audio |
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- **audio_path:** Path to the audio file |
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- **segment_start:** Second in which the speech begins |
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- **segment_end:** Second in which the speech ends |
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- **transcriptions:** Dictionary containing transcriptions into different languages |
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### Data Splits |
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- **train split:** 116138 samples |
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- **valid split:** 17538 samples |
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- **test split:** 18901 samples |
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Train set (hours): |
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| src/tgt | en | fr | de | it | es | pt | pl | ro | nl | |
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|---------|----|----|----|----|----|----|----|----|----| |
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| en | - | 81 | 83 | 80 | 81 | 81 | 79 | 72 | 80 | |
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| fr | 32 | - | 21 | 20 | 21 | 22 | 20 | 18 | 22 | |
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| de | 30 | 18 | - | 17 | 18 | 18 | 17 | 17 | 18 | |
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| it | 37 | 21 | 21 | - | 21 | 21 | 21 | 19 | 20 | |
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| es | 22 | 14 | 14 | 14 | - | 14 | 13 | 12 | 13 | |
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| pt | 15 | 10 | 10 | 10 | 10 | - | 9 | 9 | 9 | |
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| pl | 28 | 18 | 18 | 17 | 18 | 18 | - | 16 | 18 | |
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| ro | 24 | 12 | 12 | 12 | 12 | 12 | 12 | - | 12 | |
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| nl | 7 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | - | |
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Valid/Test sets are all between 3 and 6 hours. |
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## Additional Information |
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### Licensing Information |
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* The work carried out for constructing the Europarl-ST corpus is released under a Creative Commons Attribution-NonCommercial 4.0 International license (CC BY-NC 4.0) |
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* All rights of the data belong to the European Union and respective copyright holders. |
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### Citation Information |
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If you use the corpus in your research please cite the following reference: |
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@INPROCEEDINGS{jairsan2020a, |
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author={J. {Iranzo-Sánchez} and J. A. {Silvestre-Cerdà} and J. {Jorge} and N. {Roselló} and A. {Giménez} and A. {Sanchis} and J. {Civera} and A. {Juan}}, |
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booktitle={ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, |
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title={Europarl-ST: A Multilingual Corpus for Speech Translation of Parliamentary Debates}, |
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year={2020}, |
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pages={8229-8233},} |