Monaural Speech Separation with Deep Learning Using Phase Modelling and Capsule Networks. - Toby Staines; Tillman Weyde; Oleksandr Galkin (EUSIPCO, 2019)

Improving Singing Voice Separation with the Wave-U-Net Using Minimum Hyperspherical Energy. - Joaquin Perez-Lapillo; Oleksandr Galkin; Tillman Weyde (ICASSP, 2020)

A Pipeline for the Diagnosis and Classification of Lung Lesions for Patients with COVID-19. - Oleksandr Davydko; Olena Horodetska; Ievgen Nastenko; Yaroslav Hladkyi; Vladimir Pavlov; Luca Longo; Mykola Linnik; Oleksandr Galkin (CSIT, 2022)

Estimating the Impact of a Flood Event on Property Value and Its Diminished Effect over Time (Short Paper). - Nazia Ferdause Sodial; Oleksandr Galkin; Aidan Slingsby (GIScience, 2023)

Improved Data Generation for Enhanced Asset Allocation: A Synthetic Dataset Approach for the Fixed Income Universe. - Szymon Kubiak; Tillman Weyde; Oleksandr Galkin; Daniel Philps; Ram Gopal (CoRR, 2023)

Denoising Diffusion Probabilistic Model for Realistic Financial Correlation Matrices. - Szymon Kubiak; Tillman Weyde; Oleksandr Galkin; Daniel Philps; Ram Gopal (ICAIF, 2024)