Datasets:
File size: 6,424 Bytes
9139cfd 8951b1b 9139cfd |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 |
---
license: cc-by-nc-nd-4.0
dataset_info:
- config_name: Algeria
features:
- name: audio
dtype: audio
- name: seg_id
dtype: string
- name: transcription
dtype: string
- name: gender
dtype: string
- name: duration
dtype: float64
splits:
- name: validation
num_bytes: 636948361
num_examples: 844
- name: test
num_bytes: 596602724
num_examples: 843
download_size: 1215310166
dataset_size: 1233551085
- config_name: Egypt
features:
- name: audio
dtype: audio
- name: seg_id
dtype: string
- name: transcription
dtype: string
- name: gender
dtype: string
- name: duration
dtype: float64
splits:
- name: validation
num_bytes: 635527273
num_examples: 846
- name: test
num_bytes: 650820801
num_examples: 846
download_size: 1157255309
dataset_size: 1286348074
- config_name: Jordan
features:
- name: audio
dtype: audio
- name: seg_id
dtype: string
- name: transcription
dtype: string
- name: gender
dtype: string
- name: duration
dtype: float64
splits:
- name: validation
num_bytes: 418493582
num_examples: 848
- name: test
num_bytes: 423762790
num_examples: 848
download_size: 788256254
dataset_size: 842256372
- config_name: Mauritania
features:
- name: audio
dtype: audio
- name: seg_id
dtype: string
- name: transcription
dtype: string
- name: gender
dtype: string
- name: duration
dtype: float64
splits:
- name: validation
num_bytes: 624134522
num_examples: 953
- name: test
num_bytes: 598880731
num_examples: 953
download_size: 1191233989
dataset_size: 1223015253
- config_name: Morocco
features:
- name: audio
dtype: audio
- name: seg_id
dtype: string
- name: transcription
dtype: string
- name: gender
dtype: string
- name: duration
dtype: float64
splits:
- name: validation
num_bytes: 636022167.005
num_examples: 1045
- name: test
num_bytes: 639302464.46
num_examples: 1045
download_size: 1225648114
dataset_size: 1275324631.4650002
- config_name: Palestine
features:
- name: audio
dtype: audio
- name: seg_id
dtype: string
- name: transcription
dtype: string
- name: gender
dtype: string
- name: duration
dtype: float64
splits:
- name: validation
num_bytes: 635220732
num_examples: 667
- name: test
num_bytes: 619623761
num_examples: 667
download_size: 1212707132
dataset_size: 1254844493
- config_name: UAE
features:
- name: audio
dtype: audio
- name: seg_id
dtype: string
- name: transcription
dtype: string
- name: gender
dtype: string
- name: duration
dtype: float64
splits:
- name: validation
num_bytes: 648357489
num_examples: 813
- name: test
num_bytes: 604083281
num_examples: 813
download_size: 1108277578
dataset_size: 1252440770
- config_name: Yemen
features:
- name: audio
dtype: audio
- name: seg_id
dtype: string
- name: transcription
dtype: string
- name: gender
dtype: string
- name: duration
dtype: float64
splits:
- name: validation
num_bytes: 656114251
num_examples: 803
- name: test
num_bytes: 682738357
num_examples: 803
download_size: 1266260015
dataset_size: 1338852608
configs:
- config_name: Algeria
data_files:
- split: validation
path: Algeria/validation-*
- split: test
path: Algeria/test-*
- config_name: Egypt
data_files:
- split: validation
path: Egypt/validation-*
- split: test
path: Egypt/test-*
- config_name: Jordan
data_files:
- split: validation
path: Jordan/validation-*
- split: test
path: Jordan/test-*
- config_name: Mauritania
data_files:
- split: validation
path: Mauritania/validation-*
- split: test
path: Mauritania/test-*
- config_name: Morocco
data_files:
- split: validation
path: Morocco/validation-*
- split: test
path: Morocco/test-*
- config_name: Palestine
data_files:
- split: validation
path: Palestine/validation-*
- split: test
path: Palestine/test-*
- config_name: UAE
data_files:
- split: validation
path: UAE/validation-*
- split: test
path: UAE/test-*
- config_name: Yemen
data_files:
- split: validation
path: Yemen/validation-*
- split: test
path: Yemen/test-*
language:
- ar
tags:
- speech
- arabic
- asr
- speech_recognition
- speech_processing
- dialects
- algeria
- egypt
- jordan
- mauritania
- morocco
- palestine
- uae
- yemen
pretty_name: casablanca
---
# Casablanca: Data and Models for Multidialectal Arabic Speech Recognition
<img src="https://www.dlnlp.ai/speech/casablanca/images/map-removebg.png" alt="Casablanca" width="45%"/>
In spite of the recent progress in speech processing, the majority of world languages and dialects remain uncovered. This situation only furthers an already wide technological divide, thereby hindering technological and socioeconomic inclusion. This challenge is largely due to the absence of datasets that can empower diverse speech systems. In this paper, we seek to mitigate this obstacle for a number of Arabic dialects by presenting Casablanca, a large-scale community-driven effort to collect and transcribe a multi-dialectal Arabic dataset. The dataset covers eight dialects: Algerian, Egyptian, Emirati, Jordanian, Mauritanian, Moroccan, Palestinian, and Yemeni, and includes annotations for transcription, gender, dialect, and code-switching. We also develop a number of strong baselines exploiting Casablanca. The project page for Casablanca is accessible at: [https://www.dlnlp.ai/speech/casablanca/](https://www.dlnlp.ai/speech/casablanca/)
https://arxiv.org/abs/2410.04527
** **Please note that in this version, we are releasing only the validation and test sets.** **
## Citation
If you use Casablanca work, please cite the paper where it was introduced:
**BibTeX:**
```
@article{talafha2024casablanca,
title={Casablanca: Data and Models for Multidialectal Arabic Speech Recognition},
author={Talafha, Bashar and Kadaoui, Karima and Magdy, Samar Mohamed and Habiboullah, Mariem
and Chafei, Chafei Mohamed and El-Shangiti, Ahmed Oumar and Zayed,
Hiba and Alhamouri, Rahaf and Assi, Rwaa and Alraeesi, Aisha and others},
journal={arXiv preprint arXiv:2410.04527},
year={2024}
}
``` |