Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework

11 February 2020

L. D. Pham

Huy P Phan

T. Nguyen

Ramaswamy Palaniappan

Alfred Mertins

Ian Mcloughlin

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Papers citing "Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework"

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Title
Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling Hangting Chen Zuozhen Liu Zongming Liu Pengyuan Zhang Yonghong Yan 57 73 0 15 Jul 2019
Acoustic scene classification using teacher-student learning with soft-labels Hee-Soo Heo Jee-weon Jung Hye-jin Shim Ha-Jin Yu 46 22 0 23 Apr 2019
Cross-task learning for audio tagging, sound event detection spatial localization: DCASE 2019 baseline systems Qiuqiang Kong Yin Cao Turab Iqbal Yong-mei Xu Wenwu Wang Mark D. Plumbley AI4TS 122 77 0 11 Apr 2019
A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification Hongwei Song Jiqing Han Shiwen Deng 33 10 0 10 Apr 2019
Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events Hongwei Song Jiqing Han Shiwen Deng Zhihao Du 52 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 49 26 0 06 Apr 2019
Enhancing Sound Texture in CNN-Based Acoustic Scene Classification Yuzhong Wu Tan Lee 45 39 0 06 Jan 2019
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene? Huy P Phan Oliver Y. Chén P. Koch L. D. Pham Ian Mcloughlin Alfred Mertins M. D. Vos VLM 48 6 0 02 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
Convolutional Neural Networks and x-vector Embedding for DCASE2018 Acoustic Scene Classification Challenge Hossein Zeinali L. Burget J. Černocký 46 59 0 01 Oct 2018
DCASE 2018 Challenge Surrey Cross-Task convolutional neural network baseline Qiuqiang Kong Turab Iqbal Yong-mei Xu Wenwu Wang Mark D. Plumbley SSL 62 31 0 02 Aug 2018
A multi-device dataset for urban acoustic scene classification A. Mesaros Toni Heittola Tuomas Virtanen 35 380 0 25 Jul 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
Enabling Early Audio Event Detection with Neural Networks Huy P Phan P. Koch Ian Mcloughlin Alfred Mertins 28 9 0 06 Dec 2017
Learning from Between-class Examples for Deep Sound Recognition Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 78 237 0 28 Nov 2017
A Comparison of deep learning methods for environmental sound Juncheng Billy Li Wei Dai Florian Metze Shuhui Qu Samarjit Das 53 126 0 20 Mar 2017
Audio Scene Classification with Deep Recurrent Neural Networks Huy P Phan P. Koch Fabrice Katzberg M. Maass Radoslaw Mazur Alfred Mertins 49 62 0 14 Mar 2017
Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording Benjamin Elizalde Anurag Kumar Ankit Parag Shah Rohan Badlani Emmanuel Vincent Bhiksha Raj Ian Lane 42 43 0 22 Jul 2016
Label Tree Embeddings for Acoustic Scene Classification Huy P Phan L. Hertel M. Maass P. Koch Alfred Mertins 31 33 0 25 Jun 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014