2 citations · 4 across the 6 of their papers we have counts for
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eess.AS2019★ 1 cited
Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters
Niccoló Nicodemo, Gaurav Naithani, Konstantinos Drossos +2
Effective employment of deep neural networks (DNNs) in mobile devices and embedded systems is hampered by requirements for memory and computational power. This paper presents a non…
cs.SD2019
Low-Latency Deep Clustering For Speech Separation
Shanshan Wang, Gaurav Naithani, Tuomas Virtanen
This paper proposes a low algorithmic latency adaptation of the deep clustering approach to speaker-independent speech separation. It consists of three parts: a) the usage of long-…