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audio
audioduration (s)
0.8
26.6
label
class label
124 classes
translation
stringclasses
31 values
locale_id
int64
3
7
transcript
stringclasses
124 values
7Bacaac
Lit
3
Bacaac
9Bálamuk
Arrière
3
Bálamuk
30Futok di sibaakiir
9
3
Futok di sibaakiir
12Ceme
100
3
Ceme
33Futok di yákon
6
3
Futok di yákon
34Fácul
Avant
3
Fácul
37Hani
Non
3
Hani
54Kakamben
Fermer
3
Kakamben
55Kamay
Gauche
3
Kamay
56Kanoomen
Vendre
3
Kanoomen
57Kákambul
Ouvrir
3
Kákambul
58Kárir
Droite
3
Kárir
78Sibaakiir
4
3
Sibaakiir
79Sigaba
2
3
Sigaba
23Esuwa
Oiseau
3
Esuwa
82Sífeejir
3
3
Sífeejir
88Tentaam
Bas
3
Tentaam
98Ujaw
Marche
3
Ujaw
100Ujuum
Arrêt
3
Ujuum
101Uñen
10
3
Uñen
102Waafulet
0
3
Waafulet
106Wúli
1000
3
Wúli
113Yákon
1
3
Yákon
7Bacaac
Lit
3
Bacaac
9Bálamuk
Arrière
3
Bálamuk
24Eyen
Chien
3
Eyen
10Búbaar
Arbre
3
Búbaar
12Ceme
100
3
Ceme
24Eyen
Chien
3
Eyen
25
Oui
3
26Fatiya
Haut
3
Fatiya
28Funoom
Acheter
3
Funoom
29Futok
5
3
Futok
30Futok di sibaakiir
9
3
Futok di sibaakiir
31Futok di sigaba
7
3
Futok di sigaba
32Futok di sífeejir
8
3
Futok di sífeejir
25
Oui
3
34Fácul
Avant
3
Fácul
37Hani
Non
3
Hani
54Kakamben
Fermer
3
Kakamben
55Kamay
Gauche
3
Kamay
56Kanoomen
Vendre
3
Kanoomen
57Kákambul
Ouvrir
3
Kákambul
78Sibaakiir
4
3
Sibaakiir
79Sigaba
2
3
Sigaba
82Sífeejir
3
3
Sífeejir
88Tentaam
Bas
3
Tentaam
26Fatiya
Haut
3
Fatiya
98Ujaw
Marche
3
Ujaw
100Ujuum
Arrêt
3
Ujuum
101Uñen
10
3
Uñen
102Waafulet
0
3
Waafulet
106Wúli
1000
3
Wúli
113Yákon
1
3
Yákon
26Fatiya
Haut
3
Fatiya
32Futok di sífeejir
8
3
Futok di sífeejir
79Sigaba
2
3
Sigaba
31Futok di sigaba
7
3
Futok di sigaba
28Funoom
Acheter
3
Funoom
56Kanoomen
Vendre
3
Kanoomen
102Waafulet
0
3
Waafulet
30Futok di sibaakiir
9
3
Futok di sibaakiir
33Futok di yákon
6
3
Futok di yákon
9Bálamuk
Arrière
3
Bálamuk
10Búbaar
Arbre
3
Búbaar
55Kamay
Gauche
3
Kamay
78Sibaakiir
4
3
Sibaakiir
7Bacaac
Lit
3
Bacaac
9Bálamuk
Arrière
3
Bálamuk
29Futok
5
3
Futok
10Búbaar
Arbre
3
Búbaar
12Ceme
100
3
Ceme
23Esuwa
Oiseau
3
Esuwa
24Eyen
Chien
3
Eyen
25
Oui
3
26Fatiya
Haut
3
Fatiya
28Funoom
Acheter
3
Funoom
29Futok
5
3
Futok
30Futok di sibaakiir
9
3
Futok di sibaakiir
31Futok di sigaba
7
3
Futok di sigaba
30Futok di sibaakiir
9
3
Futok di sibaakiir
32Futok di sífeejir
8
3
Futok di sífeejir
33Futok di yákon
6
3
Futok di yákon
34Fácul
Avant
3
Fácul
37Hani
Non
3
Hani
54Kakamben
Fermer
3
Kakamben
55Kamay
Gauche
3
Kamay
56Kanoomen
Vendre
3
Kanoomen
57Kákambul
Ouvrir
3
Kákambul
58Kárir
Droite
3
Kárir
78Sibaakiir
4
3
Sibaakiir
31Futok di sigaba
7
3
Futok di sigaba
79Sigaba
2
3
Sigaba
82Sífeejir
3
3
Sífeejir
88Tentaam
Bas
3
Tentaam
98Ujaw
Marche
3
Ujaw
100Ujuum
Arrêt
3
Ujuum
101Uñen
10
3
Uñen
102Waafulet
0
3
Waafulet
106Wúli
1000
3
Wúli

Dataset Summary

Keyword spotting refers to the task of learning to detect spoken keywords. It interfaces all modern voice-based virtual assistants on the market: Amazon’s Alexa, Apple’s Siri, and the Google Home device. Contrarily to speech recognition models, keyword spotting doesn’t run on the cloud, but directly on the device.

The motivation of this paper is to extend the Speech commands dataset (Warden 2018) with African languages. In particular, we are going to focus on 4 Senegalese languages: Wolof, Pulaar, Serer, Diola.

The choice of these languages is guided, on the one hand, by their status as languages considered to be the languages of the first generation, that is to say, the first codified languages (endowed with a writing system and considered by the state of Senegal as national languages) with decree n ° 68-871 of July 24, 1968. On the other hand, they represent the languages that are most spoken in Senegal.

Languages

The ID of the languages are the following:

  • Wolof: 7
  • Pulaar: 5
  • Serer: 6
  • Diola: 3

Dataset Structure

from datasets import load_dataset
dataset = load_dataset("galsenai/waxal_dataset")
DatasetDict({
    train: Dataset({
        features: ['audio', 'label', 'translation', 'locale_id'],
        num_rows: 26387
    })
})

Data Fields

  • audio: Audio file in MP3 format
  • label: label of the audio file
  • translation : Translation of the keyword in french
  • locale_id: ID of the language
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