6 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.LG2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction
Nairouz Mrabah, Naimul Mefraz Khan, Riadh Ksantini +1
In unsupervised learning, there is no apparent straightforward cost function that can capture the significant factors of variations and similarities. Since natural systems have smo…
cs.SD2012★ 6 cited
Blind speech separation based on undecimated wavelet packet-perceptual filterbanks and independent component analysis
Ibrahim Missaoui, Zied Lachiri
In this paper, we address the problem of blind separation of speech mixtures. We propose a new blind speech separation system, which integrates a perceptual filterbank and independ…
cs.CV2012★ 2 cited
Environmental Sounds Spectrogram Classification using Log-Gabor Filters and Multiclass Support Vector Machines
Sameh Souli, Zied Lachiri
This paper presents novel approaches for efficient feature extraction using environmental sound magnitude spectrogram. We propose approach based on the visual domain. This approach…