2024:
- Müller, N. M., Kawa, P., Hu, S., Williams, J., Sperl, P. & Böttinger, K. A New Approach to Voice Authenticity
- Accepted to INTERSPEECH 2024
- PDF
- Topics: anti-spoofing, datasets, speech processing, audio processing
- Müller, N. M., Kawa, P., Choong, W. H., Casanova, E., Gölge, E., Müller, T., Syga, P., Sperl, P. & Böttinger, K. MLAAD: The Multi-Language Audio Anti-Spoofing Dataset
- Proceedings of IJCNN 2024
- PDF
- Topics: anti-spoofing, datasets, multi-language, speech processing, audio processing
2023:
- Kawa, P., Plata, M., Czuba M., Szymański P., & Syga, P. Improved DeepFake Detection Using Whisper Features
- Proceedings of INTERSPEECH 2023
- PDF
- Implementation
- Topics: DeepFake detection, Whisper ASR, speech processing, audio processing
- Kawa, P., Plata, M., & Syga, P. Defense against Adversarial Attacks on Audio DeepFake Detection
- Proceedings of INTERSPEECH 2023
- Demo
- PDF
- Implementation
- Topics: DeepFake detection, speech processing, audio processing, adversarial attacks
2022:
- Kawa, P., Plata, M., & Syga, P. SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection
- Proceedings of TrustCom 2022
- PDF
- Implementation
- Topics: DeepFake detection, speech processing, audio processing
- Kawa, P., Plata, M., & Syga, P. Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake
- Proceedings of INTERSPEECH 2022
- PDF
- Implementation
- Topics: neural networks generalization, DeepFake detection, speech processing, audio processing
2021:
- Kawa, P., & Syga, P. Verify It Yourself: A Note on Activation Functions’ Influence on Fast DeepFake Detection
- Proceedings of SECRYPT 2021
- PDF
- Topics: DeepFake detection, video processing, activation functions
2020:
- Kawa, P., & Syga, P. A note on deepfake detection with low-resources
- arXiv preprint
- PDF
- Tags: DeepFake detection, video processing, activation functions