Michał Affek
Employment
Contact
- michal.affek@pg.edu.pl
Publication showcase
-
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...
seen 206 times