Leveraging Positional-Related Local-Global Dependency for Synthetic Speech Detection

Author:

Liu Xiaohui1,Liu Meng1,Wang Longbiao1,Lee Kong Aik2,Zhang Hanyi1,Dang Jianwu1

Affiliation:

1. Tianjin University,Tianjin Key Laboratory of Cognitive Computing and Application, College of Intelligence and Computing,Tianjin,China

2. Institute for Infocomm Research, A*STAR,Singapore

Funder

National Natural Science Foundation of China

Publisher

IEEE

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. HM-CONFORMER: A Conformer-Based Audio Deepfake Detection System with Hierarchical Pooling and Multi-Level Classification Token Aggregation Methods;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. Robust Spoof Speech Detection Based on Multi-Scale Feature Aggregation and Dynamic Convolution;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. CPAUG: Refining Copy-Paste Augmentation for Speech Anti-Spoofing;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

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

5. Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples;IEEE Access;2024

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