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A Speaker Verification System Based on a Modified MLP-Mixer Student Model for Transformer Compression

Speaker verification (SV) systems have recently achieved remarkable progress through self-supervised learning (SSL) models such as Wav2Vec2 and WavLM. Despite their strong performance, these Transformer-based models remain computationally intensive, limiting their applicability in mobile or real-tim...

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Váldodahkkit: Jungwoo Heo, Hyun-Seo Shin, Chan-Yeong Lim, Kyo-Won Koo, Seung-Bin Kim, Jisoo Son, Ha-Jin Yu
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: IEEE 2025-01-01
Ráidu:IEEE Access
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Liŋkkat:https://ieeexplore.ieee.org/document/11222625/
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