Mixup-Based Acoustic Scene Classification Using Multi-Channel
Convolutional Neural Network

Mixup-Based Acoustic Scene Classification Using Multi-Channel Convolutional Neural Network

18 May 2018

Kele Xu

Papers citing "Mixup-Based Acoustic Scene Classification Using Multi-Channel Convolutional Neural Network"

14 / 14 papers shown

Title
Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms L. D. Pham Dat Ngo Cam Le Anahid N. Jalali Alexander Schindler 19 1 0 16 May 2023
Interpretability Analysis of Deep Models for COVID-19 Detection Daniel Peixoto Pinto da Silva Edresson Casanova L. Gris A. Júnior Marcelo Finger ... Beatriz Raposo Marcus Martins S. Aluísio L. Berti João Paulo Teixeira 21 3 0 25 Nov 2022
Robust, General, and Low Complexity Acoustic Scene Classification Systems and An Effective Visualization for Presenting a Sound Scene Context L. D. Pham Dusan Salovic Anahid N. Jalali Alexander Schindler Khoa Tran H. Vu Phu X. Nguyen 32 5 0 16 Oct 2022
Classification of Vocal Bursts for ACII 2022 A-VB-Type Competition using Convolutional Neural Networks and Deep Acoustic Embeddings Muhammad Shehram Shah Syed Zafi Sherhan Syed Abbas Syed 32 3 0 29 Sep 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 28 37 0 09 May 2022
Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, And Pretraining: An Ablation Study Daniel C. Tompkins Kshitiz Kumar Jian Wu 19 5 0 07 Feb 2022
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies L. D. Pham Dat Ngo T. Hoang Alexander Schindler Ian Mcloughlin 37 5 0 09 Jan 2022
A Two-Stage Approach to Device-Robust Acoustic Scene Classification Hu Hu Chao-Han Huck Yang Xianjun Xia Xue Bai Xin Tang ... Yuanjun Zhao Sabato Marco Siniscalchi Yannan Wang Jun Du Chin-Hui Lee 17 30 0 03 Nov 2020
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification Hu Hu Sabato Marco Siniscalchi Yannan Wang Chin-Hui Lee 27 12 0 31 Jul 2020
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification L. D. Pham Ian Mcloughlin Huy P Phan Ramaswamy Palaniappan Alfred Mertins 16 20 0 12 Feb 2020
Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework L. D. Pham Huy P Phan T. Nguyen Ramaswamy Palaniappan Alfred Mertins Ian Mcloughlin 27 43 0 11 Feb 2020
General audio tagging with ensembling convolutional neural network and statistical features Kele Xu Boqing Zhu Qiuqiang Kong Haibo Mi Bo Ding Dezhi Wang Huaimin Wang 22 30 0 30 Oct 2018
Sample Mixed-Based Data Augmentation for Domestic Audio Tagging Shengyun Wei Kele Xu Dezhi Wang Feifan Liao Huaimin Wang Qiuqiang Kong 134 38 0 12 Aug 2018
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling L. Hertel Huy P Phan Alfred Mertins 24 19 0 11 Jul 2016