Publications (author version):

• Hypernetworks build Implicit Neural Representations of Sounds
• HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks
• Continual Learning with Guarantees via Weight Interval Constraints
• Generalisation Gap of Keyword Spotters in a Cross-Speaker Low-Resource Scenario
• Continual Learning of 3D Point Cloud Generators
• Analiza modeli splotowych w zadaniach klasyfikacji dźwięków środowiskowych (Analysis of convolutional models in environmental sound classification tasks)
• Klasyfikacja dźwięku za pomocą splotowych sieci neuronowych (Sound classification with convolutional neural networks) - PhD thesis
• Siamese Generative Adversarial Privatizer for Biometric Data
• The details that matter: Frequency resolution of spectrograms in acoustic scene classification
• Recognizing bird species in audio recordings using deep convolutional neural networks
• Environmental Sound Classification with Convolutional Neural Networks
• ESC: Dataset for Environmental Sound Classification