A Lightweight and Efficient Model for Audio Anti-Spoofing

Author:

Ma Qiaowei1ORCID,Zhong Jinghui1ORCID,Yang Yitao1ORCID,Liu Weiheng1ORCID,Gao Ying1ORCID,Ng Wing1ORCID

Affiliation:

1. South China University of Technology, CN

Funder

Guangdong Basic and Applied Basic Research Foundation

National Natural Science Foundation of China

Guangdong Introducing Innovative and Entrepreneurial Teams

Publisher

ACM

Reference37 articles.

1. Deep Residual Neural Networks for Audio Spoofing Detection

2. Tianxiang Chen Avrosh Kumar Parav Nagarsheth Ganesh Sivaraman and Elie Khoury. 2020. Generalization of Audio Deepfake Detection.. In Odyssey. 132–137. Tianxiang Chen Avrosh Kumar Parav Nagarsheth Ganesh Sivaraman and Elie Khoury. 2020. Generalization of Audio Deepfake Detection.. In Odyssey. 132–137.

3. Xingliang Cheng , Mingxing Xu , and Thomas Fang Zheng . 2019 . Replay detection using CQT-based modified group delay feature and ResNeWt network in ASVspoof 2019 . In 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 540–545 . Xingliang Cheng, Mingxing Xu, and Thomas Fang Zheng. 2019. Replay detection using CQT-based modified group delay feature and ResNeWt network in ASVspoof 2019. In 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 540–545.

4. Sunmook Choi , Il Youp Kwak , and Seungsang Oh . 2022 . Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure . In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Vol. 2022 . 3558–3562. Sunmook Choi, Il Youp Kwak, and Seungsang Oh. 2022. Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Vol. 2022. 3558–3562.

5. FastAudio: A Learnable Audio Front-End For Spoof Speech Detection

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