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Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection
- Emre Çakir, Giambattista Parascandolo, T. Heittola, H. Huttunen, T. Virtanen
- Computer ScienceIEEE/ACM Transactions on Audio, Speech, and…
- 9 December 2015
TLDR
Avoiding Discrimination through Causal Reasoning
- Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, D. Janzing, B. Schölkopf
- Computer ScienceNIPS
- 8 June 2017
TLDR
Recurrent neural networks for polyphonic sound event detection in real life recordings
- Giambattista Parascandolo, H. Huttunen, T. Virtanen
- Computer ScienceIEEE International Conference on Acoustics…
- 20 March 2016
In this paper we present an approach to polyphonic sound event detection in real life recordings based on bi-directional long short term memory (BLSTM) recurrent neural networks (RNNs). A single…
Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features
- Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, T. Heittola, T. Virtanen
- Computer Science, PhysicsDCASE
- 7 June 2017
TLDR
Learning explanations that are hard to vary
- Giambattista Parascandolo, Alexander Neitz, Antonio Orvieto, Luigi Gresele, B. Schölkopf
- Computer ScienceICLR
- 1 September 2020
TLDR
DCASE 2016 Acoustic Scene Classification Using Convolutional Neural Networks
- M. Valenti, Aleksandr Diment, Giambattista Parascandolo, S. Squartini, T. Virtanen
- Computer ScienceDCASE
- 2016
TLDR
Learning Independent Causal Mechanisms
- Giambattista Parascandolo, Mateo Rojas-Carulla, Niki Kilbertus, B. Schölkopf
- Computer ScienceICML
- 4 December 2017
TLDR
Convolutional recurrent neural networks for bird audio detection
- Emre Çakir, Sharath Adavanne, Giambattista Parascandolo, K. Drossos, T. Virtanen
- Computer Science25th European Signal Processing Conference…
- 7 March 2017
TLDR
Taming the waves: sine as activation function in deep neural networks
- Giambattista Parascandolo, H. Huttunen, T. Virtanen
- Computer Science
- 24 April 2017
TLDR
Neural Symbolic Regression that Scales
- L. Biggio, Tommaso Bendinelli, Alexander Neitz, Aurélien Lucchi, Giambattista Parascandolo
- Computer Science, MathematicsICML
- 11 June 2021
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