Deep Learning and Music Adversaries

16 July 2015

Papers citing "Deep Learning and Music Adversaries"

26 / 26 papers shown

Title
Myna: Masking-Based Contrastive Learning of Musical Representations Ori Yonay Tracy Hammond Tianbao Yang AAML 61 0 0 20 Feb 2025
Leveraging Broadcast Media Subtitle Transcripts for Automatic Speech Recognition and Subtitling Jakob Poncelet Hugo Van hamme 87 0 0 05 Feb 2025
Audio Contrastive based Fine-tuning Yang Wang Qibin Liang Chenghao Xiao Yizhi Li Noura Al Moubayed Chenghua Lin 32 0 0 21 Sep 2023
Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming Yun-Ning Hung Chao-Han Huck Yang Pin-Yu Chen Alexander Lerch 27 17 0 02 Nov 2022
Transferability of Adversarial Attacks on Synthetic Speech Detection Yueyun Shang Shunyi Chen Li Dong Diqun Yan Rangding Wang AAML 24 0 0 16 May 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino SSL 36 53 0 15 Apr 2022
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems H. Abdullah Aditya Karlekar S. Prasad Muhammad Sajidur Rahman Logan Blue L. A. Bauer Vincent Bindschaedler Patrick Traynor AAML 29 3 0 10 Mar 2022
S3T: Self-Supervised Pre-training with Swin Transformer for Music Classification Han Zhao Chen Zhang Belei Zhu Zejun Ma Ke-jun Zhang ViT 16 28 0 21 Feb 2022
Codified audio language modeling learns useful representations for music information retrieval Rodrigo Castellon Chris Donahue Percy Liang 86 86 0 12 Jul 2021
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning Haibin Wu Xu Li Andy T. Liu Zhiyong Wu Helen Meng Hung-yi Lee AAML SSL 52 29 0 01 Jun 2021
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags Xavier Favory K. Drossos Tuomas Virtanen Xavier Serra 32 15 0 27 Oct 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations Xavier Favory K. Drossos Tuomas Virtanen Xavier Serra 29 32 0 15 Jun 2020
On the human evaluation of audio adversarial examples Jon Vadillo Roberto Santana AAML 33 3 0 23 Jan 2020
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms K. M. Koerich M. Esmailpour Sajjad Abdoli A. Britto Alessandro Lameiras Koerich AAML 38 1 0 22 Oct 2019
Universal Adversarial Audio Perturbations Sajjad Abdoli L. G. Hafemann Jérôme Rony Ismail Ben Ayed P. Cardinal Alessandro Lameiras Koerich AAML 25 51 0 08 Aug 2019
Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks David J. Miller Zhen Xiang G. Kesidis AAML 19 35 0 12 Apr 2019
Universal Rules for Fooling Deep Neural Networks based Text Classification Di Li Danilo Vasconcellos Vargas Kouichi Sakurai AAML 21 11 0 22 Jan 2019
Randomly weighted CNNs for (music) audio classification Jordi Pons Xavier Serra 27 85 0 01 May 2018
Masked Conditional Neural Networks for Audio Classification Fady Medhat D. Chesmore John A. Robinson 22 17 0 06 Mar 2018
Music Genre Classification using Masked Conditional Neural Networks Fady Medhat D. Chesmore John A. Robinson 24 4 0 18 Feb 2018
Automatic Classification of Music Genre using Masked Conditional Neural Networks Fady Medhat D. Chesmore John A. Robinson CVBM 21 12 0 16 Jan 2018
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Nicholas Carlini D. Wagner AAML 38 1,074 0 05 Jan 2018
Detecting Adversarial Image Examples in Deep Networks with Adaptive Noise Reduction Bin Liang Hongcheng Li Miaoqiang Su Xirong Li Wenchang Shi Xiaofeng Wang AAML 14 216 0 23 May 2017
Blocking Transferability of Adversarial Examples in Black-Box Learning Systems Hossein Hosseini Yize Chen Sreeram Kannan Baosen Zhang Radha Poovendran AAML 30 106 0 13 Mar 2017
Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging Jongpil Lee Juhan Nam 32 137 0 06 Mar 2017
Deep convolutional networks on the pitch spiral for musical instrument recognition Vincent Lostanlen Carmine-Emanuele Cella 25 74 0 21 May 2016