Now showing items 1-3 of 3
Acoustic Scene Classification Using Spatial Pyramid Pooling With Convolutional Neural Networks
Automatic understanding of audio events and acoustic scenes has been an active research topic for researchers from signal processing and machine learning communities. Recognition of acoustic scenes in the real life scenarios ...
Combining Acoustic and Semantic Similarity for Acoustic Scene Retrieval
Automatic retrieval of acoustic scenes in large audio collections is a challenging task due to the complex structures of these sounds. A robust and flexible retrieval system should address both the acoustic- and semantic ...
Analysis of Deep Neural Network Models for Acoustic Scene Classification
Acoustic Scene Classification is one of the active fields of both audio signal processing and machine learning communities. Due to the uncontrolled environment characteristics and the multiple diversity of environmental ...