Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386212658> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W4386212658 abstract "Automatic speaker verification (ASV) systems are widely used in industry. Audio spoofing attacks, whose success has increased with the rapid developments in deep learning methods in recent years, threaten the reliability of ASV systems. There are many studies in the literature in order to take precautions against this threat. These studies mostly use data from the ASVspoof competition, which includes different types of attacks. Although ASVspoof includes different types of attacks, such as text-to-speech, audio conversion, and playback, results can be misleading because training and test data are single-sourced and the data is unbalanced. In our study, instead of trying to create new state-of-the-art methods, we examined the way the problem was handled and relaibility of results from literature. In this paper, the contributions to the literature can be summarized as: showing that it is possible to detect different types of attacks with a single model, combining models that give successful results in different attack types with hybrid architectures can increase performance, the effect of the reliable class in the training data on the generalization performance, and the data enrichment methods can significantly increase the performance." @default.
- W4386212658 created "2023-08-29" @default.
- W4386212658 creator A5038667215 @default.
- W4386212658 creator A5050368406 @default.
- W4386212658 creator A5072623343 @default.
- W4386212658 date "2023-07-05" @default.
- W4386212658 modified "2023-10-16" @default.
- W4386212658 title "Investigation of Approaches in the Literature and Potential Problems for Audio Spoofing Detection" @default.
- W4386212658 doi "https://doi.org/10.1109/siu59756.2023.10223875" @default.
- W4386212658 hasPublicationYear "2023" @default.
- W4386212658 type Work @default.
- W4386212658 citedByCount "0" @default.
- W4386212658 crossrefType "proceedings-article" @default.
- W4386212658 hasAuthorship W4386212658A5038667215 @default.
- W4386212658 hasAuthorship W4386212658A5050368406 @default.
- W4386212658 hasAuthorship W4386212658A5072623343 @default.
- W4386212658 hasConcept C119857082 @default.
- W4386212658 hasConcept C121332964 @default.
- W4386212658 hasConcept C127220857 @default.
- W4386212658 hasConcept C134306372 @default.
- W4386212658 hasConcept C13895895 @default.
- W4386212658 hasConcept C154945302 @default.
- W4386212658 hasConcept C160372630 @default.
- W4386212658 hasConcept C163258240 @default.
- W4386212658 hasConcept C167900197 @default.
- W4386212658 hasConcept C177148314 @default.
- W4386212658 hasConcept C2777212361 @default.
- W4386212658 hasConcept C28490314 @default.
- W4386212658 hasConcept C33923547 @default.
- W4386212658 hasConcept C38652104 @default.
- W4386212658 hasConcept C41008148 @default.
- W4386212658 hasConcept C43214815 @default.
- W4386212658 hasConcept C62520636 @default.
- W4386212658 hasConcept C64922751 @default.
- W4386212658 hasConceptScore W4386212658C119857082 @default.
- W4386212658 hasConceptScore W4386212658C121332964 @default.
- W4386212658 hasConceptScore W4386212658C127220857 @default.
- W4386212658 hasConceptScore W4386212658C134306372 @default.
- W4386212658 hasConceptScore W4386212658C13895895 @default.
- W4386212658 hasConceptScore W4386212658C154945302 @default.
- W4386212658 hasConceptScore W4386212658C160372630 @default.
- W4386212658 hasConceptScore W4386212658C163258240 @default.
- W4386212658 hasConceptScore W4386212658C167900197 @default.
- W4386212658 hasConceptScore W4386212658C177148314 @default.
- W4386212658 hasConceptScore W4386212658C2777212361 @default.
- W4386212658 hasConceptScore W4386212658C28490314 @default.
- W4386212658 hasConceptScore W4386212658C33923547 @default.
- W4386212658 hasConceptScore W4386212658C38652104 @default.
- W4386212658 hasConceptScore W4386212658C41008148 @default.
- W4386212658 hasConceptScore W4386212658C43214815 @default.
- W4386212658 hasConceptScore W4386212658C62520636 @default.
- W4386212658 hasConceptScore W4386212658C64922751 @default.
- W4386212658 hasLocation W43862126581 @default.
- W4386212658 hasOpenAccess W4386212658 @default.
- W4386212658 hasPrimaryLocation W43862126581 @default.
- W4386212658 hasRelatedWork W1603949574 @default.
- W4386212658 hasRelatedWork W2170815394 @default.
- W4386212658 hasRelatedWork W2379113420 @default.
- W4386212658 hasRelatedWork W2604447241 @default.
- W4386212658 hasRelatedWork W2763821861 @default.
- W4386212658 hasRelatedWork W2961085424 @default.
- W4386212658 hasRelatedWork W2980513516 @default.
- W4386212658 hasRelatedWork W3017138616 @default.
- W4386212658 hasRelatedWork W4306674287 @default.
- W4386212658 hasRelatedWork W4224009465 @default.
- W4386212658 isParatext "false" @default.
- W4386212658 isRetracted "false" @default.
- W4386212658 workType "article" @default.