14 citations · 54 across the 17 of their papers we have counts for
28 papers
An evaluation of data augmentation methods for sound scene geotagging
Helen L. Bear, Veronica Morfi, Emmanouil Benetos
Sound scene geotagging is a new topic of research which has evolved from acoustic scene classification. It is motivated by the idea of audio surveillance. Not content with only des…
Joint Scattering for Automatic Chick Call Recognition
Changhong Wang, Emmanouil Benetos, Shuge Wang +1
Animal vocalisations contain important information about health, emotional state, and behaviour, thus can be potentially used for animal welfare monitoring. Motivated by the spectr…
More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations
Alessandro Ragano, Emmanouil Benetos, Andrew Hines
Non-intrusive speech quality assessment is a crucial operation in multimedia applications. The scarcity of annotated data and the lack of a reference signal represent some of the m…
Pitch-Informed Instrument Assignment Using a Deep Convolutional Network with Multiple Kernel Shapes
Carlos Lordelo, Emmanouil Benetos, Simon Dixon +1
This paper proposes a deep convolutional neural network for performing note-level instrument assignment. Given a polyphonic multi-instrumental music signal along with its ground tr…
Revisiting the Onsets and Frames Model with Additive Attention
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos +1
Recent advances in automatic music transcription (AMT) have achieved highly accurate polyphonic piano transcription results by incorporating onset and offset detection. The existin…
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation
Carlos Lordelo, Emmanouil Benetos, Simon Dixon +2
This paper addresses the problem of domain adaptation for the task of music source separation. Using datasets from two different domains, we compare the performance of a deep learn…