4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.SD2017★ 4 cited
Utilizing Domain Knowledge in End-to-End Audio Processing
Tycho Max Sylvester Tax, Jose Luis Diez Antich, Hendrik Purwins +1
End-to-end neural network based approaches to audio modelling are generally outperformed by models trained on high-level data representations. In this paper we present preliminary…
cs.SD2017
Exploiting Nontrivial Connectivity for Automatic Speech Recognition
Marius Paraschiv, Lasse Borgholt, Tycho Max Sylvester Tax +2
Nontrivial connectivity has allowed the training of very deep networks by addressing the problem of vanishing gradients and offering a more efficient method of reusing parameters.…