Michał Affek
Employment
Business contact
Centrum Transferu Wiedzy i Technologii
- Location
- Al. Zwycięstwa 27, 80-219 Gdańsk
- Phone
- +48 58 348 62 62
- biznes@pg.edu.pl
Contact
- michal.affek@pg.edu.pl
Publication showcase
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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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