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Beyond Short Segments : Expanding Speaker Embeddings with Vector Archives

Kang, Hyunku et al.
arXiv (All) · Papers
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audio-and-speech-processingcomputation-and-languagesound
The performance of state-of-the-art speaker verification (SV) systems severely degrades on short utterances due to insufficient speaker-specific information. To address this critical challenge, we propose the Vector Archive Mapping ECAPA (VAM-ECAPA), a novel system designed to enhance feature extrac
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