Umut Isik

Attention Wave-U-Net for Speech Enhancement

Ritwik Giri, Umut Isik, Arvindh Krishnaswamy · 2019 · 114 citations

Computing, Speech-language Pathology, Acoustics +13

Self-supervised classification for detecting anomalous sounds

Ritwik Giri, Srikanth V. Tenneti, Fangzhou Cheng et al. · 2020 · 29 citations

Computing, Data Science, Acoustics +10

Semi-Supervised Singing Voice Separation With Noisy Self-Training

Zhepei Wang, Ritwik Giri, Umut Isik et al. · 2021 · 19 citations

Computing, Computer Science, Machine Learning +13

Group masked autoencoder based density estimator for audio anomaly detection

Ritwik Giri, Fangzhou Cheng, Karim Helwani et al. · 2020 · 11 citations

Computing, Audiology, Acoustics +7

Improved Singing Voice Separation with Chromagram-Based Pitch-Aware Remixing

Siyuan Yuan, Zhepei Wang, Umut Isik et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 11 citations

Humanities, Data Science, Feature Engineering +12