Serap Kırbız

MEF University — Turkey

Computer Science · Physical Sciences

7h-index181citations39works1.02yr avg
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Research Topics

Speech and Audio Processing(21), Music and Audio Processing(16), Blind Source Separation Techniques(11), Digital Media Forensic Detection(11), Advanced Steganography and Watermarking Techniques(10)

Publications39 total

Improving facial emotion recognition through dataset merging and balanced training strategies
Journal of the Franklin Institute·2025
Facial Emotion Recognition Using Residual Neural Networks
Istanbul University - Journal of Electrical & Electronics Engineering·2024· 2 citedOpen Access
Değişimli Oto-Kodlayıcılar kullanarak Diyalog Geliştirme
DergiPark (Istanbul University)·2024Open Access
Source separation and classification using generative adversarial networks and weak class supervision
Digital Signal Processing·2024· 2 cited
CNN-Based Emotion Recognition using Data Augmentation and Preprocessing Methods
2023· 2 cited
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training
arXiv (Cornell University)·2022Open Access
A Bayesian Allocation Model Based Approach to Mixed Membership Stochastic Blockmodels
Applied Artificial Intelligence·2022Open Access
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training
IEEE Signal Processing Letters·2022· 6 citedOpen Access
Joint Source Separation and Classification Using Variational Autoencoders
2020· 1 cited
Negatif olmayan gürültü giderici değişimli oto-kodlayıcılar kullanarak tek kanaldan kaynak ayrıştırma için zayıf etiket denetimi
MEF University Institutional Repository (MEF University)·2020· 6 cited
Audio Source Separation Using Variational Autoencoders and Weak Class Supervision
IEEE Signal Processing Letters·2019· 29 citedOpen Access
Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders
2019· 1 citedOpen Access
Model selection for relational data factorization
2019· 1 cited
Dialogue enhancement using kernel additive modelling
2015· 1 cited
Perceptual coding-based informed source separation
HAL (Le Centre pour la Communication Scientifique Directe)·2014· 4 citedOpen Access
A multiresolution non-negative tensor factorization approach for single channel sound source separation
Signal Processing·2014· 10 cited
Single channel audio source separation by Clustered NMF
2014
PERCEPTUAL CODING-BASED INFORMED SOURCE SEPARATION
2014
Altuzay Öğrenme İle Algısal Ses Kaynak Ayrıştırma
Istanbul Technical University Academic Open Archive (Istanbul Technical University)·2013Open Access
An adaptive time-frequency resolution framework for single channel source separation based on non-negative tensor factorization
2013· 2 cited
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Frequent Co-authors

Bilge Günsel(14), Ali Taylan Cemgil(8), Ertuğ Karamatlı(7), A.N. Lemma(4), Stefan Katzenbeisser(4), Paris Smaragdis(3), Yener Ülker(3), Antoine Liutkus(3), Mehmet Çelik(3), Çağlar Hızlı(3), Alexey Ozerov(2), Laurent Girin(2), Po-Chyi Su(1), Yusuf Yaslan(1), M.U. Celik(1)