Data augmentation approaches for improving animal audio classification

16 December 2019

Papers citing "Data augmentation approaches for improving animal audio classification"

10 / 10 papers shown

Title
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 78 2 0 11 Nov 2024
Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data Sreyan Ghosh Sonal Kumar Zhifeng Kong Rafael Valle Bryan Catanzaro Dinesh Manocha DiffM 49 2 0 02 Oct 2024
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 109 23 0 15 May 2024
Self-Supervised Learning for Few-Shot Bird Sound Classification Ilyass Moummad Romain Serizel Nicolas Farrugia SSL 20 9 0 25 Dec 2023
Augmentation-induced Consistency Regularization for Classification Jianguo Wu Shijing Si Jianzong Wang Jing Xiao 26 2 0 25 May 2022
Deep Learning-based automated classification of Chinese Speech Sound Disorders Yao-Ming Kuo S. Ruan Yu-Chin Chen Ya-Wen Tu 24 6 0 24 May 2022
Classification of animal sounds in a hyperdiverse rainforest using Convolutional Neural Networks Yuren Sun Tatiana Midori Maeda Claudia R. Solís-Lemus Daniel L. Pimentel-Alarcón Z. Buřivalová 16 18 0 29 Nov 2021
An evaluation of data augmentation methods for sound scene geotagging Helen L. Bear Veronica Morfi Emmanouil Benetos 18 4 0 09 Oct 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 46 9 0 05 Jun 2021
An Ensemble of Convolutional Neural Networks for Audio Classification L. Nanni Gianluca Maguolo S. Brahnam M. Paci 19 86 0 15 Jul 2020