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eess.AS2025★ 8 cited
Speech Enhancement Using Continuous Embeddings of Neural Audio Codec
Haoyang Li, Jia Qi Yip, Tianyu Fan +1
Recent advancements in Neural Audio Codec (NAC) models have inspired their use in various speech processing tasks, including speech enhancement (SE). In this work, we propose a nov…
eess.AS2024
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology
Haoyang Li, Yuchen Hu, Chen Chen +3
Deep neural network (DNN)-based speech enhancement (SE) usually uses conventional activation functions, which lack the expressiveness to capture complex multiscale structures neede…