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Keyword

audio classification

Description: The computational task of assigning audio recordings to categories based on their acoustic content or features.
OpenAlex ID: keywords/audio-classification
Audio Set: An ontology and human-labeled dataset for audio events
2017 · Jort F. Gemmeke, Daniel P. W. Ellis, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 3,126
CNN architectures for large-scale audio classification
2017 · Shawn Hershey, Sourish Chaudhuri, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2,586
The Soundscape: Our Sonic Environment and the Tuning of the World
1993 · R. Murray Schafer · 2,494
AST: Audio Spectrogram Transformer
2021 · Yuan Gong, Yu-An Chung, et al. · Interspeech (USB) · 1,137
Unsupervised feature learning for audio classification using convolutional deep belief networks
2009 · Honglak Lee, Peter T. Pham, et al. · neural information processing systems · 962
The Million Song Dataset
2011 · Bertin-Mahieux, Thierry, Ellis, Daniel P. W., et al. · 946
Construction and evaluation of a robust multifeature speech/music discriminator
2002 · E. Scheirer, M. Slaney · IEEE International Conference on Acoustics Speech and Signal Processing · 873
Look, Listen and Learn
2017 · Relja Arandjelovic, Andrew Zisserman · IEEE International Conference on Computer Vision (ICCV) · 829
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Content-based classification, search, and retrieval of audio
1996 · E. Wold, T. Blum, et al. · IEEE Multimedia · 790
Deep physical neural networks trained with backpropagation
2022 · Logan G. Wright, Tatsuhiro Onodera, et al. · Nature · 739
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Measuring Catastrophic Forgetting in Neural Networks
2018 · Ronald Kemker, Marc McClure, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 672
Multi-Label Classification Of Music Into Emotions.
2008 · Trohidis, Konstantinos, Tsoumakas, Grigorios, et al. · Zenodo (CERN European Organization for Nuclear Research) · 643
Environmental Sound Recognition With Time–Frequency Audio Features
2009 · Selina Chu, Shrikanth Narayanan, et al. · IEEE Transactions on Audio Speech and Language Processing · 638
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection
2017 · Emre Cakir, Giambattista Parascandolo, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 606
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Content analysis for audio classification and segmentation
2002 · Lie Lu, Hong-Jiang Zhang, et al. · IEEE Transactions on Speech and Audio Processing · 508
Real-time discrimination of broadcast speech/music
2002 · J. Saunders · IEEE International Conference on Acoustics Speech and Signal Processing · 470
pyAudioAnalysis: An Open-Source Python Library for Audio Signal Analysis
2015 · Theodoros Giannakopoulos · PLoS ONE · 455
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Large-Scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation
2023 · Yusong Wu, Ke Chen, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 452
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Vggsound: A Large-Scale Audio-Visual Dataset
2020 · Honglie Chen, Weidi Xie, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 448
Content-based audio classification and retrieval by support vector machines
2003 · Guodong Guo, S.Z. Li · IEEE Transactions on Neural Networks · 443
Rwc Music Database: Music Genre Database And Musical Instrument Sound Database.
2003 · Goto, Masataka, Hashiguchi, Hiroki, et al. · 426
MARSYAS: a framework for audio analysis
2000 · George Tzanetakis, Perry Cook · Organised Sound · 419
Audio content analysis for online audiovisual data segmentation and classification
2001 · T. Zhang, C.-C.Jay Kuo · IEEE Transactions on Speech and Audio Processing · 415
Perceiver: General Perception with Iterative Attention
2021 · Jaegle, Andrew, Gimeno, Felix, et al. · arXiv (Cornell University) · 414
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MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection
2019 · Harsh Purohit, Ryo Tanabe, et al. · 390
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Works count: 8,617
Citation count: 91,530
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