21 citations · 26 across the 8 of their papers we have counts for
3 papers · 1 filter
Constructing the Matrix Multilayer Perceptron and its Application to the VAE
Jalil Taghia, Maria Bånkestad, Fredrik Lindsten +1
Like most learning algorithms, the multilayer perceptrons (MLP) is designed to learn a vector of parameters from data. However, in certain scenarios we are interested in learning s…
The NIGENS General Sound Events Database
Ivo Trowitzsch, Jalil Taghia, Youssef Kashef +1
Computational auditory scene analysis is gaining interest in the last years. Trailing behind the more mature field of speech recognition, it is particularly general sound event det…
On the Convergence of Extended Variational Inference for Non-Gaussian Statistical Models
Zhanyu Ma, Jalil Taghia, Jun Guo
Variational inference (VI) is a widely used framework in Bayesian estimation. For most of the non-Gaussian statistical models, it is infeasible to find an analytically tractable so…