Preuve de concept d'un bot vocal dialoguant en wolof
<|reference_start|>Preuve de concept d'un bot vocal dialoguant en wolof: This paper presents the proof-of-concept of the first automatic voice assistant ever built in Wolof language, the main vehicular language spoken in Senegal. This voicebot is the result of a collaborative research project between Orange Innovation in France, Orange Senegal (aka Sonatel) and ADNCorp, a small IT company based in Dakar, Senegal. The purpose of the voicebot is to provide information to Orange customers about the Sargal loyalty program of Orange Senegal by using the most natural mean to communicate: speech. The voicebot receives in input the customer's oral request that is then processed by a SLU system to reply to the customer's request using audio recordings. The first results of this proof-of-concept are encouraging as we achieved 22\% of WER for the ASR task and 78\% of F1-score on the NLU task.<|reference_end|>
@article{gauthier2024preuve,
    title={Preuve de concept d'un bot vocal dialoguant en wolof},
    author={Elodie Gauthier, Papa-S'ega Wade, Thierry Moudenc, Patrice Collen,
  Emilie De Neef, Oumar Ba, Ndeye Khoyane Cama, Cheikh Ahmadou Bamba Kebe,
  Ndeye Aissatou Gningue, Thomas Mendo'o Aristide},
    journal={Actes de la 29e Conf\'erence sur le Traitement Automatique des
  Langues Naturelles. Volume 1 : conf\'erence principale (Est\`eve et al.,
  JEP/TALN/RECITAL 2022)},
    year={2024},
    archivePrefix={arXiv},
    eprint={2404.02009},
    primaryClass={cs.CL cs.HC}
}