![Zdjęcie profilowe: Michał Affek](/assets/michal-affek,1099878-1/photo.png)
Michał Affek
Zatrudnienie
Kontakt
- michal.affek@pg.edu.pl
Wybrane publikacje
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Open-Set Speaker Identification Using Closed-Set Pretrained Embeddings
The paper proposes an approach for extending deep neural networks-based solutions to closed-set speaker identification toward the open-set problem. The idea is built on the characteristics of deep neural networks trained for the classification tasks, where there is a layer consisting of a set of deep features extracted from the analyzed inputs. By extracting this vector and performing anomaly detection against the set of known...
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