286 citations · 823 across the 37 of their papers we have counts for
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cs.SD2022★ 1 cited
Computing with Hypervectors for Efficient Speaker Identification
Ping-Chen Huang, Denis Kleyko, Jan M. Rabaey +2
We introduce a method to identify speakers by computing with high-dimensional random vectors. Its strengths are simplicity and speed. With only 1.02k active parameters and a 128-mi…
cs.SD2019★ 2 cited
Auditory Separation of a Conversation from Background via Attentional Gating
Shariq Mobin, Bruno Olshausen
We present a model for separating a set of voices out of a sound mixture containing an unknown number of sources. Our Attentional Gating Network (AGN) uses a variable attentional c…
cs.SD2018
Generalization Challenges for Neural Architectures in Audio Source Separation
Shariq Mobin, Brian Cheung, Bruno Olshausen
Recent work has shown that recurrent neural networks can be trained to separate individual speakers in a sound mixture with high fidelity. Here we explore convolutional neural netw…