Search Results for author: Nikita Kuzmin

Found 2 papers, 2 papers with code

Probabilistic Back-ends for Online Speaker Recognition and Clustering

1 code implementation19 Feb 2023 Alexey Sholokhov, Nikita Kuzmin, Kong Aik Lee, Eng Siong Chng

This paper focuses on multi-enrollment speaker recognition which naturally occurs in the task of online speaker clustering, and studies the properties of different scoring back-ends in this scenario.

Clustering Online Clustering +1

Magnitude-aware Probabilistic Speaker Embeddings

1 code implementation28 Feb 2022 Nikita Kuzmin, Igor Fedorov, Alexey Sholokhov

We propose a new probabilistic speaker embedding extractor using the information encoded in the embedding magnitude and leverage it in the speaker verification pipeline.

Out-of-Distribution Detection Speaker Verification

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