|
|
--- |
|
|
dataset_info: |
|
|
features: |
|
|
- name: speaker_id |
|
|
dtype: string |
|
|
- name: gender |
|
|
dtype: string |
|
|
- name: utterance_id |
|
|
dtype: string |
|
|
- name: language |
|
|
dtype: string |
|
|
- name: raw_text |
|
|
dtype: string |
|
|
- name: full_audio_file |
|
|
dtype: string |
|
|
- name: original_data_split |
|
|
dtype: string |
|
|
- name: region |
|
|
dtype: string |
|
|
- name: duration |
|
|
dtype: float64 |
|
|
- name: start |
|
|
dtype: float64 |
|
|
- name: end |
|
|
dtype: float64 |
|
|
- name: utterance_audio_file |
|
|
dtype: audio |
|
|
- name: standardized_text |
|
|
dtype: string |
|
|
splits: |
|
|
- name: train |
|
|
num_bytes: 1233495883.99 |
|
|
num_examples: 8033 |
|
|
download_size: 1287266972 |
|
|
dataset_size: 1233495883.99 |
|
|
--- |
|
|
# Dataset Card for NB Tale, module 3 (< 15 sec. segments) |
|
|
|
|
|
## Dataset Description |
|
|
|
|
|
- **Homepage:** |
|
|
- **Repository:** <https://github.com/scribe-project/nodalida_2023_combined_training> |
|
|
- **Paper:** |
|
|
``` |
|
|
|
|
|
@inproceedings{ |
|
|
solberg2023improving, |
|
|
title={Improving Generalization of Norwegian {ASR} with Limited Linguistic Resources}, |
|
|
author={Per Erik Solberg and Pablo Ortiz and Phoebe Parsons and Torbj{\o}rn Svendsen and Giampiero Salvi}, |
|
|
booktitle={The 24rd Nordic Conference on Computational Linguistics}, |
|
|
year={2023} |
|
|
} |
|
|
``` |
|
|
|
|
|
- **Point of Contact:** [Per Erik Solberg](mailto:[email protected]) |
|
|
|
|
|
### Dataset Summary |
|
|
|
|
|
This is the version of the Bokmål segments of module 3 of NB Tale used for testing the models |
|
|
in the paper *Improving Generalization of Norwegian ASR with Limited Linguistic Resources* presented at NoDaLiDa 2023. |
|
|
It only contains segments of a length < 15 sec. This dataset contains both native and non-native speakers. |
|
|
Speakers with `region` set to `foreign` were filtered out [when analyzing the data in the paper](https://github.com/scribe-project/nodalida_2023_combined_training/blob/main/analysis/analysis.ipynb). |
|
|
|
|
|
### Languages |
|
|
|
|
|
Norwegian Bokmål |
|
|
|
|
|
|
|
|
## Dataset Creation |
|
|
|
|
|
### Source Data |
|
|
The full version of this dataset is found in [the repository of the Norwegian Language Bank](https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-31/) |
|
|
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
|
|
The data was retrieved using the [Spraakbanken downloader](https://pypi.org/project/spraakbanken-downloader/) and standardized |
|
|
using the [combined dataset standardization scripts](https://github.com/scribe-project/asr-standardized-combined). Bokmål segments with a duration < 15 seconds were |
|
|
extracted using [this code](https://github.com/scribe-project/nodalida_2023_combined_training/blob/main/make_datasets/make_nbtale_csvs.ipynb). |
|
|
|
|
|
## Licensing Information |
|
|
|
|
|
[CC0](https://creativecommons.org/share-your-work/public-domain/cc0/) |
|
|
|
|
|
### Citation Information |
|
|
``` |
|
|
|
|
|
@inproceedings{ |
|
|
solberg2023improving, |
|
|
title={Improving Generalization of Norwegian {ASR} with Limited Linguistic Resources}, |
|
|
author={Per Erik Solberg and Pablo Ortiz and Phoebe Parsons and Torbj{\o}rn Svendsen and Giampiero Salvi}, |
|
|
booktitle={The 24rd Nordic Conference on Computational Linguistics}, |
|
|
year={2023} |
|
|
} |
|
|
``` |
