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Audio Deepfake Detection System with Neural Stitching for ADD 2022

  • Published:2022-05-23 Issue: Volume: Page:
  • ISSN:
  • Container-title:ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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Author:

Yan Rui1,Wen Cheng1,Zhou Shuran1,Guo Tingwei1,Zou Wei1,Li Xiangang1

Affiliation:

1. Beike,Beijing,China

Publisher

IEEE

Reference23 articles.

1. Adversarial Voice Conversion Against Neural Spoofing Detectors

2. Mish: A self regularized non-monotonic neural activation function;misra,2019

3. Focal Loss for Dense Object Detection

4. Understanding image representations by measuring their equivariance and equivalence

5. Visualizing and understanding convolutional networks;zeiler;European Conference on Computer Vision,2014

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1. Classification of Deep Fake Audio Using MFCC Technique;2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS);2024-06-28

2. Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection;IEEE/ACM Transactions on Audio, Speech, and Language Processing;2024

3. Golden Gemini is All You Need: Finding the Sweet Spots for Speaker Verification;IEEE/ACM Transactions on Audio, Speech, and Language Processing;2024

4. Potential of Speech-Pathological Features for Deepfake Speech Detection;IEEE Access;2024

5. Deepfake-speech Detection with Pathological Features and Multilayer Perceptron Neural Network;2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC);2023-10-31
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