Stylianos Ioannis Mimilakis

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 22

Top Topics

Music Information Retrieval

Event Detection

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Pyry Pyykkönen, Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. CoRR (2020)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Gerald Schuller
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances. CoRR (2020)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Estefanía Cano, Gerald Schuller
Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Gerald Schuller
Unsupervised Interpretable Representation Learning for Singing Voice Separation. CoRR (2020)
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen
Sound Event Detection with Depthwise Separable and Dilated Convolutions. CoRR (2020)
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Conditioned Time-Dilated Convolutions for Sound Event Detection. CoRR (2020)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Estefanía Cano, Gerald Schuller
Examining the Mapping Functions of Denoising Autoencoders in Music Source Separation. CoRR (2019)
Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
An Overview of Lead and Accompaniment Separation in Music. CoRR (2018)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, João Felipe Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. ICASSP (2018)
Stylianos Ioannis Mimilakis, Estefanía Cano, Derry FitzGerald, Konstantinos Drossos, Gerald Schuller
Examining the Perceptual Effect of Alternative Objective Functions for Deep Learning Based Music Source Separation. ACSSC (2018)
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. CoRR (2018)
Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. IWAENC (2018)
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Andreas Floros, Tuomas Virtanen, Gerald Schuller
Close Miking Empirical Practice Verification: A Source Separation Approach. CoRR (2018)
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. IJCNN (2018)
Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. CoRR (2018)
Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation. INTERSPEECH (2018)
Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
An Overview of Lead and Accompaniment Separation in Music. IEEE ACM Trans. Audio Speech Lang. Process. 26 (8) (2018)
Jakob Abeßer, Stylianos Ioannis Mimilakis, Robert Gräfe, Hanna M. Lukashevich
Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks. DCASE (2017)
Stylianos Ioannis Mimilakis, Gerald Schuller
Investigating the Potential of Pseudo Quadrature Mirror Filter-Banks in Music Source Separation Tasks. CoRR (2017)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller
A Recurrent Encoder-Decoder Approach with Skip-filtering Connections for Monaural Singing Voice Separation. CoRR (2017)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, João Felipe Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. CoRR (2017)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller
A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation. MLSP (2017)
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Andreas Floros, Nikolaos Kanellopoulos
Stereo Goes Mobile: Spatial Enhancement for Short-distance Loudspeaker Setups. IIH-MSP (2012)