50 citations · 70 across the 9 of their papers we have counts for
3 papers · 1 filter
Interpreting deep urban sound classification using Layer-wise Relevance Propagation
Marco Colussi, Stavros Ntalampiras
After constructing a deep neural network for urban sound classification, this work focuses on the sensitive application of assisting drivers suffering from hearing loss. As such, c…
Audio-to-Score Alignment Using Deep Automatic Music Transcription
Federico Simonetta, Stavros Ntalampiras, Federico Avanzini
Audio-to-score alignment (A2SA) is a multimodal task consisting in the alignment of audio signals to music scores. Recent literature confirms the benefits of Automatic Music Transc…
One-shot learning for acoustic identification of bird species in non-stationary environments
Michelangelo Acconcjaioco, Stavros Ntalampiras
This work introduces the one-shot learning paradigm in the computational bioacoustics domain. Even though, most of the related literature assumes availability of data characterizin…