Low-complexity deep learning frameworks for acoustic scene
classification using teacher-student scheme and multiple spectrograms

Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms

16 May 2023

Anahid N. Jalali

Alexander Schindler

ArXiv (abs)PDF HTML

Papers citing "Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms"

15 / 15 papers shown

Title
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 57 5 0 16 Oct 2022
Deep Learning Frameworks Applied For Audio-Visual Scene Classification L. D. Pham Alexander Schindler Mina Schütz Jasmin Lampert S. Schlarb Ross King 52 9 0 12 Jun 2021
A Low-Compexity Deep Learning Framework For Acoustic Scene Classification L. D. Pham H. Tang Anahid N. Jalali Alexander Schindler Ross King 44 2 0 12 Jun 2021
Multi-view Audio and Music Classification Huy P Phan Huy Le Nguyen Oliver Y. Chén L. D. Pham P. Koch Ian Mcloughlin Alfred Mertins 65 16 0 03 Mar 2021
Sound Context Classification Basing on Join Learning Model and Multi-Spectrogram Features Dat Ngo H. Hoang A. Nguyen Tien Ly L. D. Pham 37 16 0 26 May 2020
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification L. D. Pham Ian Mcloughlin Huy P Phan Ramaswamy Palaniappan Alfred Mertins 49 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 39 43 0 11 Feb 2020
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 177 3,461 0 18 Apr 2019
Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events Hongwei Song Jiqing Han Shiwen Deng Zhihao Du 45 14 0 10 Apr 2019
Spatio-Temporal Attention Pooling for Audio Scene Classification Huy P Phan Oliver Y. Chén L. D. Pham P. Koch M. D. Vos Ian Mcloughlin Alfred Mertins 43 26 0 06 Apr 2019
Data Augmentation using Random Image Cropping and Patching for Deep CNNs Ryo Takahashi Takashi Matsubara K. Uehara 60 331 0 22 Nov 2018
SubSpectralNet - Using Sub-Spectrogram based Convolutional Neural Networks for Acoustic Scene Classification Sai Samarth R. Phaye Emmanouil Benetos Ye Wang 55 72 0 30 Oct 2018
Mixup-Based Acoustic Scene Classification Using Multi-Channel Convolutional Neural Network Kele Xu Dawei Feng Haibo Mi Boqing Zhu Dezhi Wang Lilun Zhang Hengxing Cai S. Liu 36 93 0 18 May 2018
Learning from Between-class Examples for Deep Sound Recognition Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 78 237 0 28 Nov 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014

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