---
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.