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Randomly weighted CNNs for (music) audio classification

1 May 2018

Xavier Serra

Papers citing "Randomly weighted CNNs for (music) audio classification"

31 / 31 papers shown

Title
Full-Frequency Temporal Patching and Structured Masking for Enhanced Audio Classification Aditya Makineni Baocheng Geng Qing Tian 53 0 0 28 Aug 2025
SoftStep: Learning Sparse Similarity Powers Deep Neighbor-Based Regression Aviad Susman Mayte Suárez-Fariñas Joseph T Colonel Joseph T Colonel 122 0 0 09 Jun 2025
Learning Music Audio Representations With Limited DataIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Christos Plachouras Emmanouil Benetos Johan Pauwels 256 0 0 09 May 2025
In-Materia Speech RecognitionNature (Nature), 2024 Mohamadreza Zolfagharinejad Julian Büchel Lorenzo Cassola Sachin Kinge Ghazi Sarwat Syed Abu Sebastian Wilfred G. van der Wiel 196 1 0 14 Oct 2024
A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine LearningIEEE Access (IEEE Access), 2023 Heng Zhang Danilo Vasconcellos Vargas AI4CE 201 38 0 27 Jul 2023
Generative Extraction of Audio Classifiers for Speaker Identification Tejumade Afonja Lucas Bourtoule Varun Chandrasekaran Sageev Oore Nicolas Papernot AAML 122 1 0 26 Jul 2022
HEAR: Holistic Evaluation of Audio RepresentationsNeural Information Processing Systems (NeurIPS), 2022 Joseph P. Turian Jordie Shier H. Khan Bhiksha Raj Björn W. Schuller ... P. Esling Pranay Manocha Shinji Watanabe Zeyu Jin Yonatan Bisk 307 133 0 06 Mar 2022
Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice Kranthi Kumar Lella Alphonse Pja 179 68 0 14 Dec 2021
PERSA+: A Deep Learning Front-End for Context-Agnostic Audio Classification Lazaros Vrysis Iordanis Thoidis Charalampos A. Dimoulas G. Papanikolaou VLM 99 0 0 20 Jul 2021
Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker DetectionACM Multimedia (ACM MM), 2021 Ruijie Tao Zexu Pan Rohan Kumar Das Xinyuan Qian Mike Zheng Shou Haizhou Li 170 211 0 14 Jul 2021
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images Safa Ben Atitallah Maha Driss W. Boulila Henda Ben Ghézala 140 45 0 17 May 2021
Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition E. Koh Shlomo Dubnov 79 42 0 13 Apr 2021
Reservoir TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Sheng Shen Alexei Baevski Ari S. Morcos Kurt Keutzer Michael Auli Douwe Kiela 345 22 0 30 Dec 2020
Neural Architecture Search For Keyword SpottingInterspeech (Interspeech), 2020 Tong Mo Yu Mohammad Salameh Di Niu Shangling Jui 160 30 0 01 Sep 2020
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on SpectrogramsInterspeech (Interspeech), 2020 Steffen Illium Robert Muller Andreas Sedlmeier Claudia Linnhoff-Popien 233 12 0 11 Aug 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations Xavier Favory Konstantinos Drossos Maria Sandsten Xavier Serra 202 35 0 15 Jun 2020
A Deep Neural Network for Audio Classification with a Classifier Attention Mechanism Haoye Lu Haolong Zhang Amit Nayak ODL 80 12 0 14 Jun 2020
Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series David W. Romero Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn 152 4 0 09 Jun 2020
A multimodal approach for multi-label movie genre classificationMultimedia tools and applications (MTA), 2020 R. Mangolin R. M. Pereira A. Britto C. Silla V. D. Feltrim Diego Bertolini Yandre M. G. Costa 77 44 0 01 Jun 2020
End-to-End Auditory Object Recognition via Inception NucleusIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 M. K. Ebrahimpour Timothy M. Shea Andreea Danielescu D. Noelle Christopher T. Kello 92 8 0 25 May 2020
Deep Randomized Neural Networks Claudio Gallicchio Simone Scardapane OOD 184 71 0 27 Feb 2020
An empirical study of Conv-TasNetIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Berkan Kadıoğlu Michael Horgan Xiaoyu Liu Jordi Pons Dan Darcy Vivek Kumar 156 51 0 20 Feb 2020
J-Net: Randomly weighted U-Net for audio source separation Bo Chen Yen-Min Hsu Hung-yi Lee 96 2 0 29 Nov 2019
Self-Supervised Learning by Cross-Modal Audio-Video ClusteringNeural Information Processing Systems (NeurIPS), 2019 Humam Alwassel D. Mahajan Bruno Korbar Lorenzo Torresani Guohao Li Du Tran SSL 401 458 0 28 Nov 2019
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms K. M. Koerich M. Esmailpour Sajjad Abdoli A. Britto Alessandro Lameiras Koerich AAML 210 1 0 22 Oct 2019
Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network Jivitesh Sharma Ole-Christoffer Granmo M. G. Olsen 352 17 0 28 Aug 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 131 289 0 18 Apr 2019
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich 151 44 0 08 Apr 2019
Bottom-up Broadcast Neural Network For Music Genre Classification Caifeng Liu Lin Feng Guochao Liu Huibing Wang Sheng-lan Liu 140 118 0 24 Jan 2019
End-to-end music source separation: is it possible in the waveform domain? Francesc Lluís Jordi Pons Xavier Serra 208 74 0 29 Oct 2018
Training neural audio classifiers with few data Jordi Pons Joan Serrà Xavier Serra 171 63 0 24 Oct 2018