Serap Kirbiz

According to our database, Serap Kirbiz authored at least 26 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Source separation and classification using generative adversarial networks and weak class supervision.

Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz

Digit. Signal Process., 2024

2022

MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training.

Ertug Karamatli, Serap Kirbiz

IEEE Signal Process. Lett., 2022

Unsupervised Source Separation via Self-Supervised Training.

Ertug Karamatli, Serap Kirbiz

CoRR, 2022

A Bayesian Allocation Model Based Approach to Mixed Membership Stochastic Blockmodels.

Çaglar Hizli, Serap Kirbiz

Appl. Artif. Intell., 2022

2020

Joint Source Separation and Classification Using Variational Autoencoders.

Çaglar Hizli, Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Audio Source Separation Using Variational Autoencoders and Weak Class Supervision.

Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz

IEEE Signal Process. Lett., 2019

Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders.

Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Model selection for relational data factorization.

Caglar Hizli, A. Taylan Cemgil, Serap Kirbiz

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2015

Dialogue enhancement using kernel additive modelling.

Serap Kirbiz, Antoine Liutkus, A. Taylan Cemgil

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

A multiresolution non-negative tensor factorization approach for single channel sound source separation.

Serap Kirbiz, Bilge Günsel

Signal Process., 2014

Single channel audio source separation by Clustered NMF.

Serap Kirbiz, Bilge Günsel

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Perceptual coding-based Informed Source Separation.

Serap Kirbiz, Alexey Ozerov, Antoine Liutkus, Laurent Girin

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Perceptually enhanced blind single-channel music source separation by Non-negative Matrix Factorization.

Serap Kirbiz, Bilge Günsel

Digit. Signal Process., 2013

An adaptive time-frequency resolution framework for single channel source separation based on non-negative tensor factorization.

Serap Kirbiz, Bilge Günsel

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Perceptually weighted Non-negative Matrix Factorization for blind single-channel music source separation.

Serap Kirbiz, Bilge Günsel

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

An adaptive time-frequency resolution approach for Non-negative Matrix Factorization based single channel sound source separation.

Serap Kirbiz, Paris Smaragdis

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models.

Serap Kirbiz, Ali Taylan Cemgil, Bilge Günsel

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A perceptually enhanced blind single-channel audio source separation by non-negative matrix factorization.

Serap Kirbiz, Bilge Günsel

Proceedings of the 18th European Signal Processing Conference, 2010

2008

Forensic watermarking and bit-rate conversion of partially encrypted AAC bitstreams.

Aweke N. Lemma, Stefan Katzenbeisser, Mehmet Utku Celik, Serap Kirbiz

Proceedings of the Security, 2008

A multiple model structure for tracking by variable rate particle filters.

Yener Ülker, Bilge Günsel, Serap Kirbiz

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Decode-Time Forensic Watermarking of AAC Bitstreams.

Serap Kirbiz, Aweke N. Lemma, Mehmet Utku Celik, Stefan Katzenbeisser

IEEE Trans. Inf. Forensics Secur., 2007

Forensic Watermarking During AAC Playback.

Serap Kirbiz, Mehmet Utku Celik, Aweke N. Lemma, Stefan Katzenbeisser

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006

A Statistical Framework for Audio Watermark Detection and Decoding.

Bilge Günsel, Yener Ülker, Serap Kirbiz

Proceedings of the Multimedia Content Representation, 2006

Perceptual Audio Watermarking by Learning in Wavelet Domain.

Bilge Günsel, Serap Kirbiz

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Robust Audio Watermark Decoding by Supervised Learning.

Serap Kirbiz, Bilge Günsel

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Robust audio watermark decoding by nonlinear classification.

Serap Kirbiz, Yusuf Yaslan, Bilge Günsel

Proceedings of the 13th European Signal Processing Conference, 2005