Papers by Cristian Rusu
XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark (2026.findings-eacl)
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Ioan-Paul Ciobanu, Andrei-Iulian Hîji, Nicolae Catalin Ristea, Paul Irofti, Cristian Rusu, Radu Tudor Ionescu
| Challenge: | Recent advances in audio generation led to an increasing number of deepfakes . however, these methods are typically tested in an in-domain setup . |
| Approach: | They propose a large-scale cross-domain audio deepfake benchmark comprising 668.8 hours of real and deepfak speech. |
| Outcome: | The proposed benchmark compares audio deepfake detectors with existing methods in the wild . the results show that the proposed methods perform better in different languages than existing methods . |