58 citations · 237 across the 39 of their papers we have counts for
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cs.SD2021
End-to-end Keyword Spotting using Neural Architecture Search and Quantization
David Peter, Wolfgang Roth, Franz Pernkopf
This paper introduces neural architecture search (NAS) for the automatic discovery of end-to-end keyword spotting (KWS) models in limited resource environments. We employ a differe…
cs.SD2021
Blind Speech Separation and Dereverberation using Neural Beamforming
Lukas Pfeifenberger, Franz Pernkopf
In this paper, we present the Blind Speech Separation and Dereverberation (BSSD) network, which performs simultaneous speaker separation, dereverberation and speaker identification…
cs.SD2018
Sound event detection using weakly-labeled semi-supervised data with GCRNNS, VAT and Self-Adaptive Label Refinement
Robert Harb, Franz Pernkopf
In this paper, we present a gated convolutional recurrent neural network based approach to solve task 4, large-scale weakly labelled semi-supervised sound event detection in domest…