Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement

31 March 2020

Papers citing "Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement"

30 / 30 papers shown

Title
NEUROSEC: FPGA-Based Neuromorphic Audio Security Murat Isik Hiruna Vishwamith Yusuf Sur Kayode Inadagbo I. C. Dikmen 32 4 0 22 Jan 2024
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition Yu Yu Chao-Han Huck Yang Tuan Dinh Sungho Ryu J. Kolehmainen ... Ankur Gandhe Ariya Rastrow Jia Xu I. Bulyko A. Stolcke 34 1 0 19 Jan 2024
Privacy-preserving and Privacy-attacking Approaches for Speech and Audio -- A Survey Yuchen Liu Apu Kapadia Donald Williamson AAML 38 0 0 26 Sep 2023
Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training Gege Qi YueFeng Chen Xiaofeng Mao Xiaojun Jia Ranjie Duan Rong Zhang Hui Xue VLM AAML 27 0 0 24 Jul 2023
MIXPGD: Hybrid Adversarial Training for Speech Recognition Systems A. Huq Weiyi Zhang Xiaolin Hu AAML 19 3 0 10 Mar 2023
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning Nilaksh Das Duen Horng Chau AAML 29 0 0 05 Apr 2022
Mitigating Closed-model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition Chao-Han Huck Yang Zeeshan Ahmed Yile Gu Joseph Szurley Roger Ren Linda Liu A. Stolcke I. Bulyko AAML 16 3 0 17 Feb 2022
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement Tassadaq Hussain Wei-Chien Wang M. Gogate K. Dashtipour Yu Tsao Xugang Lu A. Ahsan Amir Hussain 21 3 0 24 Jan 2022
Exploiting Hybrid Models of Tensor-Train Networks for Spoken Command Recognition Jun Qi Javier Tejedor 22 4 0 11 Jan 2022
Classical-to-Quantum Transfer Learning for Spoken Command Recognition Based on Quantum Neural Networks Jun Qi Javier Tejedor 39 43 0 17 Oct 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini M. Worring 50 80 0 13 Oct 2021
Adversarial Example Devastation and Detection on Speech Recognition System by Adding Random Noise Mingyu Dong Diqun Yan Yongkang Gong Rangding Wang AAML 23 2 0 31 Aug 2021
A Study on Speech Enhancement Based on Diffusion Probabilistic Model Yen-Ju Lu Yu Tsao Shinji Watanabe DiffM 11 73 0 25 Jul 2021
A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification Hao Yen Chao-Han Huck Yang Hu Hu Sabato Marco Siniscalchi Qing Wang ... Yuanjun Zhao Yuzhong Wu Yannan Wang Jun Du Chin-Hui Lee 11 16 0 03 Jul 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification Chao-Han Huck Yang Yun-Yun Tsai Pin-Yu Chen AI4TS 29 122 0 17 Jun 2021
Voting for the right answer: Adversarial defense for speaker verification Haibin Wu Yang Zhang Zhiyong Wu Dong Wang Hung-yi Lee AAML 25 25 0 15 Jun 2021
Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning" Jia-Hong Huang Ting-Wei Wu Chao-Han Huck Yang M. Worring MedIm 20 28 0 30 May 2021
Robust Unsupervised Multi-Object Tracking in Noisy Environments Chao-Han Huck Yang Mohit Chhabra Y.-C. Liu Quan Kong Tomoaki Yoshinaga Tomokazu Murakami VOT 20 1 0 20 May 2021
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement Hao-Hsiang Yang Kuan-Chih Huang Wei-Ting Chen 32 59 0 04 May 2021
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification Chao-Han Huck Yang Sabato Marco Siniscalchi Chin-Hui Lee 57 22 0 02 Apr 2021
SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems Yuxuan Chen Jiangshan Zhang Xuejing Yuan Shengzhi Zhang Kai Chen Xiaofeng Wang Shanqing Guo AAML 37 15 0 19 Mar 2021
Multi-task Language Modeling for Improving Speech Recognition of Rare Words Chao-Han Huck Yang Linda Liu Ankur Gandhe Yile Gu A. Raju Denis Filimonov I. Bulyko 19 30 0 23 Nov 2020
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information Yen-Ju Lu Chia-Yu Chang Cheng Yu Ching-Feng Liu J. Hung Shinji Watanabe Yu Tsao 19 4 0 15 Nov 2020
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition Chao-Han Huck Yang Jun Qi Samuel Yen-Chi Chen Pin-Yu Chen Sabato Marco Siniscalchi Xiaoli Ma Chin-Hui Lee FedML 25 124 0 26 Oct 2020
Improved Lite Audio-Visual Speech Enhancement Shang-Yi Chuang Hsin-Min Wang Yu Tsao 20 32 0 30 Aug 2020
Incorporating Broad Phonetic Information for Speech Enhancement Yen-Ju Lu Chien-Feng Liao Xugang Lu J. Hung Yu Tsao 13 14 0 13 Aug 2020
On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression Jun Qi Jun Du Sabato Marco Siniscalchi Xiaoli Ma Chin-Hui Lee 11 223 0 12 Aug 2020
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression Jun Qi Jun Du Sabato Marco Siniscalchi Xiaoli Ma Chin-Hui Lee 14 41 0 04 Aug 2020
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement Jun Qi Hu Hu Yannan Wang Chao-Han Huck Yang Sabato Marco Siniscalchi Chin-Hui Lee 14 11 0 25 Jul 2020
Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining Hao-Hsiang Yang Chao-Han Huck Yang Y. Wang 14 29 0 17 Jul 2020