Deep Learning Based Open Set Acoustic Scene Classification

Deep Learning Based Open Set Acoustic Scene Classification

17 August 2020

Zuzanna Kwiatkowska

Beniamin Kalinowski

Michal Kosmider

Krzysztof Rykaczewski

Papers citing "Deep Learning Based Open Set Acoustic Scene Classification"

13 / 13 papers shown

Title
C2AE: Class Conditioned Auto-Encoder for Open-set Recognition Poojan Oza Vishal M. Patel 78 318 0 02 Apr 2019
Classification-Reconstruction Learning for Open-Set Recognition Ryota Yoshihashi Wen Shao Rei Kawakami Shaodi You M. Iida T. Naemura BDL 47 325 0 11 Dec 2018
Recent Advances in Open Set Recognition: A Survey Chuanxing Geng Sheng-Jun Huang Songcan Chen BDL ObjD 100 763 0 21 Nov 2018
Acoustic Scene Classification: A Competition Review Shayan Gharib Honain Derrar Daisuke Niizumi Tuukka Senttula Janne Tommola Toni Heittola Tuomas Virtanen H. Huttunen 35 18 0 02 Aug 2018
A multi-device dataset for urban acoustic scene classification A. Mesaros Toni Heittola Tuomas Virtanen 27 378 0 25 Jul 2018
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 269 2,178 0 22 Sep 2017
Generative OpenMax for Multi-Class Open Set Classification Zongyuan Ge S. Demyanov Zetao Chen R. Garnavi VLM 60 379 0 24 Jul 2017
Sparse Representation-based Open Set Recognition He Zhang Vishal M. Patel 34 175 0 06 May 2017
Towards Open Set Deep Networks Abhijit Bendale Terrance Boult BDL EDL 87 1,412 0 19 Nov 2015
Histogram of gradients of Time-Frequency Representations for Audio scene detection A. Rakotomamonjy Gilles Gasso 38 25 0 20 Aug 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 300 43,154 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 815 149,474 0 22 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 163 18,922 0 20 Dec 2014