CAA-Net: Conditional Atrous CNNs with Attention for Explainable Device-robust Acoustic Scene Classification

18 November 2020

Björn W. Schuller

Papers citing "CAA-Net: Conditional Atrous CNNs with Attention for Explainable Device-robust Acoustic Scene Classification"

25 / 25 papers shown

Title
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification Paul Primus Hamid Eghbalzadeh David Eitelsebner Khaled Koutini A. Arzt Gerhard Widmer 42 17 0 04 Sep 2019
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction Zixing Zhang Jing Han E. Coutinho Björn Schuller 46 38 0 26 Sep 2018
A multi-device dataset for urban acoustic scene classification A. Mesaros Toni Heittola Tuomas Virtanen 25 378 0 25 Jul 2018
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification Maayan Frid-Adar I. Diamant Eyal Klang Michal Amitai Jacob Goldberger H. Greenspan GAN MedIm 55 1,554 0 03 Mar 2018
Knowledge Transfer from Weakly Labeled Audio using Convolutional Neural Network for Sound Events and Scenes Anurag Kumar Maksim Khadkevich C. Fügen 36 139 0 04 Nov 2017
Onsets and Frames: Dual-Objective Piano Transcription Curtis Hawthorne Erich Elsen Jialin Song Adam Roberts Ian Simon Colin Raffel Jesse Engel Sageev Oore Douglas Eck 98 279 0 30 Oct 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 74 782 0 28 Sep 2017
CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 43 504 0 30 Jul 2017
Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images Zhiyuan Shi Timothy M. Hospedales Tao Xiang 16 31 0 19 Jun 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 148 8,425 0 17 Jun 2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech Sercan O. Arik G. Diamos Andrew Gibiansky John Miller Kainan Peng Ming-Yu Liu Jonathan Raiman Yanqi Zhou 59 495 0 24 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 181 3,093 0 19 May 2017
Audio Scene Classification with Deep Recurrent Neural Networks Huy P Phan P. Koch Fabrice Katzberg M. Maass Radoslaw Mazur Alfred Mertins 42 62 0 14 Mar 2017
One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network Vedran Vukotic S. Pintea C. Raymond G. Gravier Jan van Gemert 33 46 0 14 Feb 2017
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 88 593 0 27 Oct 2016
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 86 2,488 0 29 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 270 7,361 0 12 Sep 2016
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification Justin Salamon J. P. Bello 47 1,300 0 15 Aug 2016
Particular object retrieval with integral max-pooling of CNN activations Giorgos Tolias R. Sicre Hervé Jégou 69 967 0 18 Nov 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 95 2,602 0 24 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.0K 76,547 0 18 May 2015
Convolutional Neural Networks at Constrained Time Cost Kaiming He Jian Sun 3DV 58 1,291 0 04 Dec 2014
Acoustic Scene Classification D. Barchiesi D. Giannoulis D. Stowell Mark D. Plumbley 123 406 0 13 Nov 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 235 11,183 0 18 Jun 2014
Context Aware Computing for The Internet of Things: A Survey Charith Perera A. Zaslavsky Peter Christen Dimitrios Georgakopoulos 41 2,663 0 05 May 2013