|
--- |
|
dataset_info: |
|
features: |
|
- name: audio |
|
dtype: audio |
|
- name: transcription_darija_ar |
|
dtype: string |
|
- name: transcription_darija_ltn |
|
dtype: string |
|
- name: intent |
|
dtype: string |
|
- name: sentiment |
|
dtype: string |
|
- name: gender_label |
|
dtype: string |
|
- name: lead_time |
|
dtype: float64 |
|
- name: sample_rate |
|
dtype: int64 |
|
- name: split |
|
dtype: string |
|
- name: duration |
|
dtype: float64 |
|
splits: |
|
- name: train |
|
num_bytes: 16650545.0 |
|
num_examples: 120 |
|
download_size: 15088227 |
|
dataset_size: 16650545.0 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
--- |
|
|
|
|
|
## Dataset Overview |
|
|
|
This dataset is a cleaned version of the [Dvoice-v2 test set](https://zenodo.org/records/6342622), curated and enhanced for easier use in speech and language processing tasks. |
|
The original dataset contains many errors, with audios not matching their transcripts. |
|
|
|
This dataset has been manually annotated by [Abdelaziz Bounhar](https://huggingface.co/datasets/BounharAbdelaziz), with the following additional labels: |
|
|
|
- **Arabizi transcription**: Transcription in latin scripts. |
|
- **Gender**: Classification of speaker's gender. |
|
- **Sentiment**: Sentiment label of the speaker's statement. |
|
- **Intent**: The intent behind the speaker's statement, helping to better understand the context. |
|
|
|
Code switching (in the arabic transcription) was added when necessary. |
|
|
|
This dataset is ready for use in tasks such as speech emotion recognition, speaker profiling, and intent classification, making it a versatile resource evaluating machine learning models. |
