Tempo tracking by using a parallel particle filter on the GPU. - Ertug Karamatli; Ali Taylan Cemgil (SIU, 2014)

Large scale ad click prediction system. - Irem Islek; Ertug Karamatli; Ali Taylan Cemgil (SIU, 2018)

Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders. - Ertug Karamatli; Ali Taylan Cemgil; Serap Kirbiz (SIU, 2019)

Audio Source Separation Using Variational Autoencoders and Weak Class Supervision. - Ertug Karamatli; Ali Taylan Cemgil; Serap Kirbiz (IEEE Signal Process. Lett., 2019)

Joint Source Separation and Classification Using Variational Autoencoders. - Çaglar Hizli; Ertug Karamatli; Ali Taylan Cemgil; Serap Kirbiz (SIU, 2020)

Proactive Anomaly Detection Using Time Series Data of A Large Scale Platform. - Irem Islek; N. Deniz Aksayli; Ertug Karamatli (SIU, 2020)

Unsupervised Source Separation via Self-Supervised Training. - Ertug Karamatli; Serap Kirbiz (CoRR, 2022)

MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training. - Ertug Karamatli; Serap Kirbiz (IEEE Signal Process. Lett., 2022)

Source separation and classification using generative adversarial networks and weak class supervision. - Ertug Karamatli; Ali Taylan Cemgil; Serap Kirbiz (Digit. Signal Process., 2024)