Daniele Salvati

Raw Audio Deep Learning Filter Banks for Acoustic Scene Classification

An acoustic scene classification (ASC) framework based on filter banks and raw audio signals is proposed. The time-domain waveform captured by a microphone is initially processed by a filter bank to produce raw audio subbands, which are then processed by a deep neural network (DNN) to estimate the s…