Emmanouil Benetos

Imperceptible fingerprints prove to be far more reliable for speech deepfake attribution, even as perceptible ones fluctuate with emotional content and model changes.

Fine-tuning with semi-hard negatives can significantly enhance the accuracy of sound effect retrieval through vocal imitation.

Acoustic features alone can robustly predict audiobook appeal, revealing a new dimension of personalization in audiobook production.