Karine Almanric, Viviane Le-Nguyen, Sandrine Léger, Walid Nahi, Hugo Ricignuolo, Gabrielle St-Louis, Ariane Cantin, Amélie L'Ecuyer, Nathalie Letarte
Impact of Pharmacist-Provided Education Using New Information Sheets on Activation in Patients Treated with Oral Antineoplastic Drugs (IMPACT-OAD Project)
The Canadian journal of hospital pharmacy
accuracy modern automatic speaker verification asv systems trained exclusively adult data drops substantially applied childrens speech scarcity childrens speech corpora hinders finetuning asv systems childrens speech hence timely need explore effective ways reusing adults speech data one promising approach align vocaltract parameters adults children childrenspecific data augmentation referred childaugment specifically modify formant frequencies formant bandwidths adult speech emulate childrens speech modified spectra used train emphasized channel attention propagation aggregation timedelay neural network recognizer children compare childaugment various stateoftheart data augmentation techniques childrens asv also extensively compare different scoring methods including cosine scoring probabilistic linear discriminant analysis plda neural plda also propose lowcomplexity weighted cosine score extremely lowresource children asv findings cslu kids corpus indicate childaugment holds promise simple acousticsmotivated approach improving stateoftheart deep learning based asv children achieve 1245 boys 1196 girls relative improvement baseline reproducibility provide evaluation protocols codes