Détection automatique de l'intoxication au cannabis par la voix
Résumé
L’apprentisage automatique est capable de detecte ? une variete ? des etats physiologique et mental par evaluation acoustique de la voix. Recherche re ?cente trouve que l’intoxication au cannabis produit des differences significatif pour divers corre`le acoustiques. Encourage ? par c’est observations, nous avons forme ? des mode`les pour de ?tecter l’intoxication au cannabis par la voix. Nous ge ?ne ?rons des spectrogrammes mel sur des voyelles soutenues produit dans les etats intoxique ? et sobre pour entraine ? des modeles dans un variete ? des conditions genre nuance ? (maˆle, femelle, genre agnostique) avec des re ?seau de neurones convolutif. Nous rapportons des modeles tre`s efficaces (avg macro F 1 - femelles : 68.6%, maˆles : 67.9%).
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