Hand-crafted versus learned representations for audio event detection
Abstract Audio Event Detection (AED) pertains to identifying the types of events in audio
signals. AED is essential for applications requiring decisions based on audio signals, which …
signals. AED is essential for applications requiring decisions based on audio signals, which …
Meta-learning for adaptive filtering
J Casebeer - 2023 - ideals.illinois.edu
Adaptive filtering algorithms form a cornerstone of intelligent signal processing infrastructure
and play a vital role in a wide array of applications, including telecommunications …
and play a vital role in a wide array of applications, including telecommunications …
Data-efficient approaches for audio classification and separation
Z Wang - 2023 - ideals.illinois.edu
Recent advances in deep learning for computational audio processing are established upon
sufficient annotated audio data. However, obtaining a substantial volume of high-quality …
sufficient annotated audio data. However, obtaining a substantial volume of high-quality …