Randomly weighted CNNs for (music) audio classification

Randomly weighted CNNs for (music) audio classification

1 May 2018

Xavier Serra

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

18 / 18 papers shown

Title
Learning Music Audio Representations With Limited Data Christos Plachouras Emmanouil Benetos Johan Pauwels 36 0 0 09 May 2025
Generative Extraction of Audio Classifiers for Speaker Identification Tejumade Afonja Lucas Bourtoule Varun Chandrasekaran Sageev Oore Nicolas Papernot AAML 15 1 0 26 Jul 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 27 64 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 36 0 0 20 Jul 2021
Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection Ruijie Tao Zexu Pan Rohan Kumar Das Xinyuan Qian Mike Zheng Shou Haizhou Li 22 176 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 38 42 0 17 May 2021
Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition E. Koh Shlomo Dubnov 32 38 0 13 Apr 2021
Reservoir Transformers Sheng Shen Alexei Baevski Ari S. Morcos Kurt Keutzer Michael Auli Douwe Kiela 35 17 0 30 Dec 2020
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms Steffen Illium Robert Muller Andreas Sedlmeier Claudia Linnhoff-Popien 26 11 0 11 Aug 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations Xavier Favory K. Drossos Tuomas Virtanen Xavier Serra 21 32 0 15 Jun 2020
A multimodal approach for multi-label movie genre classification R. Mangolin R. M. Pereira A. Britto C. Silla V. D. Feltrim Diego Bertolini Yandre M. G. Costa 8 37 0 01 Jun 2020
Deep Randomized Neural Networks Claudio Gallicchio Simone Scardapane OOD 45 61 0 27 Feb 2020
J-Net: Randomly weighted U-Net for audio source separation Bo Chen Yen-Min Hsu Hung-yi Lee 25 2 0 29 Nov 2019
Self-Supervised Learning by Cross-Modal Audio-Video Clustering Humam Alwassel D. Mahajan Bruno Korbar Lorenzo Torresani Guohao Li Du Tran SSL 42 428 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 35 1 0 22 Oct 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 42 270 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 35 43 0 08 Apr 2019
Training neural audio classifiers with few data Jordi Pons Joan Serrà Xavier Serra 24 57 0 24 Oct 2018