Serap Kirbiz

28 papers A 1B 3Misc 2Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Improving facial emotion recognition through dataset merging and balanced training strategies.
J. Frankl. Inst.
Serap Kirbiz
2024 J jnl
Source separation and classification using generative adversarial networks and weak class supervision.
Digit. Signal Process.
Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2022 J jnl
A Bayesian Allocation Model Based Approach to Mixed Membership Stochastic Blockmodels.
Appl. Artif. Intell.
Çaglar Hizli, Serap Kirbiz
2022 J jnl
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training.
IEEE Signal Process. Lett.
Ertug Karamatli, Serap Kirbiz
2022 J jnl
Unsupervised Source Separation via Self-Supervised Training.
CoRR
Ertug Karamatli, Serap Kirbiz
2020 — conf
Joint Source Separation and Classification Using Variational Autoencoders.
SIU
Çaglar Hizli, Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2019 J jnl
Audio Source Separation Using Variational Autoencoders and Weak Class Supervision.
IEEE Signal Process. Lett.
Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2019 — conf
Model selection for relational data factorization.
SIU
Caglar Hizli, A. Taylan Cemgil, Serap Kirbiz
2019 — conf
Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders.
SIU
Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2018 J jnl
Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders.
CoRR
Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2015 — conf
Dialogue enhancement using kernel additive modelling.
SIU
Serap Kirbiz, Antoine Liutkus, A. Taylan Cemgil
2014 J jnl
A multiresolution non-negative tensor factorization approach for single channel sound source separation.
Signal Process.
Serap Kirbiz, Bilge Günsel
2014 — conf
Perceptual coding-based Informed Source Separation.
EUSIPCO
Serap Kirbiz, Alexey Ozerov, Antoine Liutkus, Laurent Girin
2014 — conf
Single channel audio source separation by Clustered NMF.
SIU
Serap Kirbiz, Bilge Günsel
2013 Misc conf
An adaptive time-frequency resolution framework for single channel source separation based on non-negative tensor factorization.
ICASSP
Serap Kirbiz, Bilge Günsel
2013 J jnl
Perceptually enhanced blind single-channel music source separation by Non-negative Matrix Factorization.
Digit. Signal Process.
Serap Kirbiz, Bilge Günsel
2012 B conf
Perceptually weighted Non-negative Matrix Factorization for blind single-channel music source separation.
ICPR
Serap Kirbiz, Bilge Günsel
2011 Misc conf
An adaptive time-frequency resolution approach for Non-negative Matrix Factorization based single channel sound source separation.
ICASSP
Serap Kirbiz, Paris Smaragdis
2010 — conf
A perceptually enhanced blind single-channel audio source separation by non-negative matrix factorization.
EUSIPCO
Serap Kirbiz, Bilge Günsel
2010 B conf
Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models.
ICPR
Serap Kirbiz, Ali Taylan Cemgil, Bilge Günsel
2008 B conf
A multiple model structure for tracking by variable rate particle filters.
ICPR
Yener Ülker, Bilge Günsel, Serap Kirbiz
2008 — conf
Forensic watermarking and bit-rate conversion of partially encrypted AAC bitstreams.
Security, Forensics, Steganography, and Watermarking of Multimedia Contents
Aweke N. Lemma, Stefan Katzenbeisser, Mehmet Utku Celik, Serap Kirbiz
2007 J jnl
Decode-Time Forensic Watermarking of AAC Bitstreams.
IEEE Trans. Inf. Forensics Secur.
Serap Kirbiz, Aweke N. Lemma, Mehmet Utku Celik, Stefan Katzenbeisser
2007 A conf
Forensic Watermarking During AAC Playback.
ICME
Serap Kirbiz, Mehmet Utku Celik, Aweke N. Lemma, Stefan Katzenbeisser
2006 — conf
A Statistical Framework for Audio Watermark Detection and Decoding.
MRCS
Bilge Günsel, Yener Ülker, Serap Kirbiz
2006 — conf
Perceptual Audio Watermarking by Learning in Wavelet Domain.
ICPR (3)
Bilge Günsel, Serap Kirbiz
2006 — conf
Robust Audio Watermark Decoding by Supervised Learning.
ICASSP (5)
Serap Kirbiz, Bilge Günsel
2005 — conf
Robust audio watermark decoding by nonlinear classification.
EUSIPCO
Serap Kirbiz, Yusuf Yaslan, Bilge Günsel