Decomposed Temporal Dynamic CNN: Efficient Time-Adaptive Network for Text-Independent Speaker Verification Explained with Speaker Activation Map

To extract accurate speaker information for text-independent speaker verification, temporal dynamic CNNs (TDY-CNNs) adapting kernels to each time bin was proposed. However, model size of TDY-CNN is too large and the adaptive kernel's degree of freedom is limited. To address these limitations, w...

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Veröffentlicht in:	arXiv.org 2022-10
Hauptverfasser:	Seong-Hu, Kim, Nam, Hyeonuk, Yong-Hwa, Park
Format:	Artikel
Sprache:	eng
Schlagworte:	Decomposition Kernels Verification
Online-Zugang:	Volltext
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