Seong-Whan Lee

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Speech & Audio (1)Training Efficiency & Optimization (1)

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Hyung-Seok Oh (1)Deok-Hyeon Cho (1)Seung-Bin Kim (1)

Papers (1)

Mar 12, 2026

4d ago

Toward Complex-Valued Neural Networks for Waveform Generation

Complex-valued neural networks can significantly improve the quality and efficiency of neural vocoders for waveform generation, outperforming real-valued counterparts and reducing training time by 25%.

Hyung-Seok Oh, Deok-Hyeon Cho, Seung-Bin Kim +1

Architecture Design (Transformers, SSMs, MoE)Speech & Audio Training Efficiency & Optimization

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Seong-Whan Lee

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)