Giambattista Parascandolo

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

Giambattista Parascandolo, Toni Heittola, Heikki Huttunen et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2017 · 571 citations · Full text

Recurrent neural networks for polyphonic sound event detection in real life recordings

Giambattista Parascandolo, Heikki Huttunen, Tuomas Virtanen · 2016 · 319 citations · Full text

Music, Engineering, Machine Learning +17

Avoiding Discrimination through Causal Reasoning

Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo et al. · arXiv (Cornell University) · 2017 · 178 citations · Full text

Engineering, Machine Learning, Discrimination +17

Convolutional recurrent neural networks for bird audio detection

Sharath Adavanne, Giambattista Parascandolo, Konstantinos Drossos et al. · 2017 · 106 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features

Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä et al. · arXiv (Cornell University) · 2017 · 87 citations · Full text

Music, Engineering, Recurrent Neural Network +17