Giambattista Parascandolo

Publications by Year

Research Areas

Music and Audio Processing, Speech and Audio Processing, Neural Networks and Applications, Model Reduction and Neural Networks, Adversarial Robustness in Machine Learning

Most-Cited Works

• → Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection(2017)575 cited
• → Recurrent neural networks for polyphonic sound event detection in real life recordings(2016)319 cited
• → Avoiding Discrimination through Causal Reasoning(2017)178 cited
• → Convolutional recurrent neural networks for bird audio detection(2017)106 cited
• → Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features(2017)87 cited
• Learning Independent Causal Mechanisms(2018)
• → A convolutional neural network approach for acoustic scene classification(2017)81 cited
• → Learning explanations that are hard to vary(2020)73 cited
• Taming the waves: sine as activation function in deep neural networks(2017)
• → Low latency sound source separation using convolutional recurrent neural networks(2017)33 cited