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• W2982001417 abstract "We propose a novel algorithm for adaptive blind audio source extraction. The proposed method is based on independent vector analysis and utilizes the auxiliary function optimization to achieve high convergence speed. The algorithm is partially supervised by a pilot signal related to the source of interest (SOI), which ensures that the method correctly extracts the utterance of the desired speaker. The pilot is based on the identification of a dominant speaker in the mixture using x-vectors. The properties of the x-vectors computed in the presence of cross-talk are experimentally analyzed. The proposed approach is verified in a scenario with a moving SOI, static interfering speaker, and environmental noise." @default.
• W2982001417 created "2019-11-01" @default.
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• W2982001417 date "2019-10-25" @default.
• W2982001417 modified "2023-10-17" @default.
• W2982001417 title "Adaptive blind audio source extraction supervised by dominant speaker identification using x-vectors" @default.
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