AudRandAug: Random Image Augmentations for Audio Classification

AudRandAug: Random Image Augmentations for Audio Classification

9 September 2023

Alessandra Mileo

Malika Bendechache

Takfarinas Saber

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Papers citing "AudRandAug: Random Image Augmentations for Audio Classification"

17 / 17 papers shown

Title
Data Dimension Reduction makes ML Algorithms efficient Wisal Khan Muhammad Turab Waqas Ahmad Syed Hasnat Ahmad Kelash Kumar Bin Luo 89 7 0 17 Nov 2022
Advanced Audio Aid for Blind People Savera Sarwar Muhammad Turab Danish Channa Aisha Chandio M. Sohu Vikram Kumar VLM 88 15 0 17 Nov 2022
Precise Single-stage Detector Aisha Chandio Gong Gui Teerath Kumar I. Ullah R. Ranjbarzadeh Anisha Roy Akhtar Hussain Yao Shen ObjD 80 17 0 09 Oct 2022
Investigating Multi-Feature Selection and Ensembling for Audio Classification Muhammad Turab Teerath Kumar Malika Bendechache Takfarinas Saber 66 41 0 15 Jun 2022
SpliceOut: A Simple and Efficient Audio Augmentation Method Arjit Jain Pranay Reddy Samala Deepak Mittal Preethi Jyothi M. Singh 111 11 0 30 Sep 2021
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy Dipika Singhania Angela Yao SSL 70 145 0 22 Jul 2020
ESResNet: Environmental Sound Classification Based on Visual Domain Models A. Guzhov Federico Raue Jörn Hees Andreas Dengel VLM 109 92 0 15 Apr 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 131 220 0 02 Mar 2020
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 237 3,490 0 30 Sep 2019
Multi-stream Network With Temporal Attention For Environmental Sound Classification Xinyu Li Venkata Chebiyyam Katrin Kirchhoff 36 56 0 24 Jan 2019
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 71 480 0 13 Mar 2018
Convolutional Neural Network Achieves Human-level Accuracy in Music Genre Classification Mingwen Dong 36 37 0 27 Feb 2018
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures Jongpil Lee Taejun Kim Jiyoung Park Juhan Nam 48 67 0 04 Dec 2017
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 123 2,506 0 29 Sep 2016
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 401 476 0 14 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,399 0 12 Sep 2016
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification Justin Salamon J. P. Bello 70 1,304 0 15 Aug 2016