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20162025
most citedNullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps

298 citations · 853 across the 29 of their papers we have counts for

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2 papers · 1 filter

eess.AS2024

Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement

Longbiao Cheng, Ashutosh Pandey, Buye Xu +3

Deep learning-based speech enhancement (SE) methods often face significant computational challenges when needing to meet low-latency requirements because of the increased number of…

eess.AS2024★ 12 cited

Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement

Longbiao Cheng, Ashutosh Pandey, Buye Xu +2

This paper introduces a new Dynamic Gated Recurrent Neural Network (DG-RNN) for compute-efficient speech enhancement models running on resource-constrained hardware platforms. It l…