Search Results for author: Stylianos I. Mimilakis

Found 4 papers, 3 papers with code

Unsupervised Interpretable Representation Learning for Singing Voice Separation

1 code implementation3 Mar 2020 Stylianos I. Mimilakis, Konstantinos Drossos, Gerald Schuller

In this work, we present a method for learning interpretable music signal representations directly from waveform signals.

Denoising Music Source Separation +1

Sound Event Detection with Depthwise Separable and Dilated Convolutions

1 code implementation2 Feb 2020 Konstantinos Drossos, Stylianos I. Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen

The number of the channels of the CNNs and size of the weight matrices of the RNNs have a direct effect on the total amount of parameters of the SED method, which is to a couple of millions.

Event Detection Sound Event Detection

SignalTrain: Profiling Audio Compressors with Deep Neural Networks

1 code implementation28 May 2019 Scott H. Hawley, Benjamin Colburn, Stylianos I. Mimilakis

In this work we present a data-driven approach for predicting the behavior of (i. e., profiling) a given non-linear audio signal processing effect (henceforth "audio effect").

Audio Effects Modeling

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