Continuous Learning of Transformer-based Audio Deepfake Detection

Continuous Learning of Transformer-based Audio Deepfake Detection

9 September 2024

Tuan Duy Nguyen Le

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Papers citing "Continuous Learning of Transformer-based Audio Deepfake Detection"

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Title
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 203 3,732 0 06 Dec 2022
Does Audio Deepfake Detection Generalize? Nicolas Müller Pavel Czempin Franziska Dieckmann Adam Froghyar Konstantin Böttinger 79 153 0 30 Mar 2022
Trusted Media Challenge Dataset and User Study Weiling Chen Sheng Lun Benjamin Chua Stefan Winkler See-Kiong Ng 49 9 0 13 Jan 2022
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding Yingzhi Wang Abdelmoumene Boumadane A. Heba 68 152 0 04 Nov 2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 265 1,898 0 26 Oct 2021
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection Junichi Yamagishi Xin Wang Massimiliano Todisco Md. Sahidullah J. Patino ... Xuechen Liu Kong Aik Lee Tomi Kinnunen Nicholas W. D. Evans Héctor Delgado 65 351 0 01 Sep 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 182 2,993 0 14 Jun 2021
AST: Audio Spectrogram Transformer Yuan Gong Yu-An Chung James R. Glass ViT 138 882 0 05 Apr 2021
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 297 5,837 0 20 Jun 2020
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 814 39,062 0 09 Mar 2016