Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification

15 August 2016

Papers citing "Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification"

50 / 211 papers shown

Title
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 24 436 0 01 Oct 2020
The MIDI Degradation Toolkit: Symbolic Music Augmentation and Correction Andrew Mcleod James Owers Kazuyoshi Yoshii 9 1 0 30 Sep 2020
1-Dimensional polynomial neural networks for audio signal related problems Habib Ben Abdallah C. Henry S. Ramanna 8 11 0 09 Sep 2020
Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection Soham Deshmukh Bhiksha Raj Rita Singh 15 8 0 17 Aug 2020
Transfer Learning for Improving Singing-voice Detection in Polyphonic Instrumental Music Yuanbo Hou Frank Soong Jian Luan Shengchen Li 26 4 0 11 Aug 2020
Respiratory Sound Classification Using Long-Short Term Memory Chelsea Villanueva Joshua Vincent Alexander Slowinski M. Hosseini 18 1 0 06 Aug 2020
Hearing What You Cannot See: Acoustic Vehicle Detection Around Corners Yannick Schulz Avinash Kini Mattar Thomas M. Hehn Julian F. P. Kooij 6 0 0 30 Jul 2020
From Sound Representation to Model Robustness Mohamad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich AAML 17 6 0 27 Jul 2020
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy Dipika Singhania Angela Yao SSL 33 144 0 22 Jul 2020
An Ensemble of Convolutional Neural Networks for Audio Classification L. Nanni Gianluca Maguolo S. Brahnam M. Paci 19 86 0 15 Jul 2020
Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks Mahmoud Saeedimoghaddam T. Stepinski HAI 22 57 0 14 Jul 2020
Data augmentation enhanced speaker enrollment for text-dependent speaker verification A. K. Sarkar H. Sarma Priyanka Dwivedi Zheng-Hua Tan 8 3 0 12 Jul 2020
Acoustic Scene Classification with Spectrogram Processing Strategies Helin Wang Yuexian Zou Dading Chong 16 13 0 06 Jul 2020
Text Data Augmentation: Towards better detection of spear-phishing emails Mehdi Regina Maxime Meyer S. Goutal 14 18 0 04 Jul 2020
Surveying Off-Board and Extra-Vehicular Monitoring and Progress Towards Pervasive Diagnostics J. Siegel Umberto Coda 15 8 0 01 Jul 2020
Private Speech Classification with Secure Multiparty Computation Kyle Bittner Martine De Cock Rafael Dowsley 16 1 0 01 Jul 2020
Sequential Feature Filtering Classifier Min-seok Seo Jaemin Lee Jongchan Park Dong-Geol Choi 29 3 0 21 Jun 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations Xavier Favory K. Drossos Tuomas Virtanen Xavier Serra 16 32 0 15 Jun 2020
Anti-Transfer Learning for Task Invariance in Convolutional Neural Networks for Speech Processing E. Guizzo Tillman Weyde G. Tarroni SSL 26 0 0 11 Jun 2020
A multimodal approach for multi-label movie genre classification R. Mangolin R. M. Pereira A. Britto C. Silla V. D. Feltrim Diego Bertolini Yandre M. G. Costa 6 37 0 01 Jun 2020
Sound Context Classification Basing on Join Learning Model and Multi-Spectrogram Features Dat Ngo H. Hoang A. Nguyen Tien Ly L. D. Pham 21 16 0 26 May 2020
Apply VGGNet-based deep learning model of vibration data for prediction model of gravity acceleration equipment Seonwoo Lee Y. Tak HoJun Yang JaeHeung Yang Gang-Min Lim Kyusung Kim Byeong-Keun Choi Jangwoo Kwon 6 2 0 22 May 2020
Dynamic Memory Induction Networks for Few-Shot Text Classification Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 22 79 0 12 May 2020
MLGaze: Machine Learning-Based Analysis of Gaze Error Patterns in Consumer Eye Tracking Systems Anuradha Kar 13 8 0 07 May 2020
MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech Jakob Drachmann Havtorn Jan Latko Joakim Edin Lasse Borgholt Lars Maaløe Lorenzo Belgrano Nicolai Frost Jakobsen R. Sdun Zeljko Agic 19 3 0 02 May 2020
On the Benefits of Invariance in Neural Networks Clare Lyle Mark van der Wilk Marta Z. Kwiatkowska Y. Gal Benjamin Bloem-Reddy OOD BDL 27 91 0 01 May 2020
A scoping review of transfer learning research on medical image analysis using ImageNet M. Morid Alireza Borjali G. Fiol 27 362 0 27 Apr 2020
ESResNet: Environmental Sound Classification Based on Visual Domain Models A. Guzhov Federico Raue Jörn Hees Andreas Dengel VLM 24 91 0 15 Apr 2020
Incremental Learning Algorithm for Sound Event Detection E. Koh Fatemeh Saki Yinyi Guo Cheng-Yu Hung Erik M. Visser 11 11 0 26 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 211 233 0 16 Mar 2020
Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating Ioannis D. Apostolopoulos 33 3 0 15 Mar 2020
A Neural Network Based Framework for Archetypical Sound Synthesis E. Guizzo A. Novello 11 0 0 06 Mar 2020
Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals E. Guizzo Tillman Weyde Jack Barnett Leveson 78 35 0 06 Mar 2020
Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms G. Cerutti Rahul Prasad Alessio Brutti Elisabetta Farella 21 47 0 29 Jan 2020
Cross-scale Attention Model for Acoustic Event Classification Xugang Lu Peng Shen Sheng Li Yu Tsao Hisashi Kawai 9 2 0 27 Dec 2019
Acoustic Scene Analysis using Analog Spiking Neural Network Anand Kumar Mukhopadhyay Moses Prabhakar Naligala Divya Lakshmi Duggisetty I. Chakrabarti M. Sharad 11 1 0 23 Dec 2019
Data augmentation approaches for improving animal audio classification L. Nanni Gianluca Maguolo M. Paci 15 141 0 16 Dec 2019
Environmental Sound Classification with Parallel Temporal-spectral Attention Helin Wang Yuexian Zou Dading Chong Wenwu Wang 16 4 0 14 Dec 2019
Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation Gianluca Maguolo M. Paci L. Nanni Lu Bonan 9 15 0 11 Dec 2019
Data Augmentation for Deep Learning-based Radio Modulation Classification Liang Huang Weijian Pan You Zhang L. Qian Nan Gao Yuan Wu 36 133 0 06 Dec 2019
A two-step system for sound event localization and detection T. N. T. Nguyen D. L. Jones Rishabh Ranjan S. Jayabalan W. Gan 21 4 0 26 Nov 2019
Scene-Aware Audio Rendering via Deep Acoustic Analysis Zhenyu Tang Nicholas J. Bryan Dingzeyu Li Timothy R. Langlois Tianyi Zhou 33 40 0 14 Nov 2019
Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review L. E. Leal Magnus Westerlund A. Chapman 13 0 0 20 Oct 2019
Toward Metrics for Differentiating Out-of-Distribution Sets Mahdieh Abbasi Changjian Shui Arezoo Rajabi Christian Gagné R. Bobba OODD 28 4 0 18 Oct 2019
Acoustic Scene Classification Based on a Large-margin Factorized CNN Janghoon Cho Sungrack Yun Hyoungwoo Park Jungyun Eum Kyuwoong Hwang 15 13 0 14 Oct 2019
Urban Sound Tagging using Convolutional Neural Networks Sainath Adapa 11 38 0 27 Sep 2019
Kinetic Song Comprehension: Deciphering Personal Listening Habits via Phone Vibrations Richard Matovu Isaac Griswold-Steiner Abdul Serwadda 14 5 0 19 Sep 2019
Impulse Response Data Augmentation and Deep Neural Networks for Blind Room Acoustic Parameter Estimation Nicholas J. Bryan 14 6 0 09 Sep 2019
Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network Jivitesh Sharma Ole-Christoffer Granmo M. G. Olsen 19 16 0 28 Aug 2019
Reinforcement Learning in Healthcare: A Survey Chao Yu Jiming Liu S. Nemati LM&MA OffRL 28 550 0 22 Aug 2019