Datasets:
File size: 2,327 Bytes
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license: cc-by-nc-nd-4.0
task_categories:
- automatic-speech-recognition
language:
- fr
size_categories:
- 100K<n<1M
dataset_info:
config_name: single_samples
features:
- name: file
dtype: string
- name: audio
dtype:
audio:
sampling_rate: 16000
- name: sentence
dtype: string
- name: speaker_id
dtype: string
- name: start_timestamp
dtype: float32
- name: end_timestamp
dtype: float32
- name: index
dtype: int32
splits:
- name: train
num_bytes: 20277994133.15
num_examples: 116045
- name: test
num_bytes: 179194101.33
num_examples: 1059
- name: validation
num_bytes: 208542712.32
num_examples: 1036
download_size: 20400993966
dataset_size: 20665730946.800003
configs:
- config_name: single_samples
data_files:
- split: train
path: single_samples/train-*
- split: test
path: single_samples/test-*
- split: validation
path: single_samples/validation-*
default: true
---
The french subset of the dataset [Multilingual TEDx](https://www.openslr.org/100). The data uploaded to HF corresponds to the directory fr-fr. The audio files are automatically resampled to 16 kHz.
#### Configs:
- single_samples (default): all samples taken separately
#### Sample
```
{'file': '0u7tTptBo9I-0', 'audio': {'path': None, 'array': array([ 3.05175781e-05, 6.10351562e-05, 9.15527344e-05, ...,
-2.44140625e-04, -3.35693359e-04, -2.74658203e-04]), 'sampling_rate': 16000}, 'sentence': "Bonsoir ! Notre planète est recouverte à 70 % d'océan, et pourtant, étrangement, on a choisi de l'appeler « la Terre ». Le poète Heathcote Williams a une vision bien plus objective et moins anthropocentrique, quand il dit que « Vue de l'espace, la planète est bleue. Vue de l'espace, elle est le territoire, non pas des hommes, mais des baleines ». Et pourtant, on vient tous de l'océan. ", 'speaker_id': '0u7tTptBo9I', 'start_timestamp': 17.25, 'end_timestamp': 45.26, 'index': 0}
```
```
@inproceedings{salesky2021mtedx,
title={Multilingual TEDx Corpus for Speech Recognition and Translation},
author={Elizabeth Salesky and Matthew Wiesner and Jacob Bremerman and Roldano Cattoni and Matteo Negri and Marco Turchi and Douglas W. Oard and Matt Post},
booktitle={Proceedings of Interspeech},
year={2021},
}
``` |