Simple Pooling Front-ends For Efficient Audio Classification

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Simple Pooling Front-ends For Efficient Audio Classification

3 October 2022

Mark D. Plumbley

ArXiv (abs)PDF HTML

Papers citing "Simple Pooling Front-ends For Efficient Audio Classification"

17 / 17 papers shown

Title
Low-complexity CNNs for Acoustic Scene Classification Arshdeep Singh Mark D. Plumbley 69 4 0 23 Jul 2022
Continual Learning For On-Device Environmental Sound Classification Yanghua Xiao Xubo Liu James King Arshdeep Singh Chng Eng Siong Mark D. Plumbley Wenwu Wang CLL 69 11 0 15 Jul 2022
A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification Arshdeep Singh Mark D. Plumbley 3DPC 47 13 0 29 Mar 2022
Temporal Knowledge Distillation for On-device Audio Classification Kwanghee Choi Martin Kersner Jacob Morton Buru Chang 97 26 0 27 Oct 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 188 147 0 02 Feb 2021
LEAF: A Learnable Frontend for Audio Classification Neil Zeghidour O. Teboul Félix de Chaumont Quitry Marco Tagliasacchi VLM AAML 123 148 0 21 Jan 2021
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR Hayato Futami Hirofumi Inaguma Sei Ueno Masato Mimura S. Sakai Tatsuya Kawahara 73 53 0 09 Aug 2020
Channel Compression: Rethinking Information Redundancy among Channels in CNN Architecture Jinhua Liang Tao Zhang Guoqing Feng 44 17 0 02 Jul 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 199 1,084 0 21 Dec 2019
SpecAugment on Large Scale Datasets Daniel S. Park Yu Zhang Chung-Cheng Chiu Youzheng Chen Yue Liu William Chan Quoc V. Le Yonghui Wu 81 138 0 11 Dec 2019
Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 193 718 0 29 Jul 2018
A multi-device dataset for urban acoustic scene classification A. Mesaros Toni Heittola Tuomas Virtanen 47 381 0 25 Jul 2018
Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition Pete Warden 103 1,627 0 09 Apr 2018
Large-scale weakly supervised audio classification using gated convolutional neural network Yong-mei Xu Qiuqiang Kong Wenwu Wang Mark D. Plumbley 67 233 0 01 Oct 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,900 0 17 Apr 2017
Knowledge Distillation for Small-footprint Highway Networks Liang Lu Michelle Guo Steve Renals 90 73 0 02 Aug 2016
Spectral Representations for Convolutional Neural Networks Oren Rippel Jasper Snoek Ryan P. Adams 63 328 0 11 Jun 2015

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