Dan Oneaţă
- Towards generalisable and calibrated synthetic speech detection with self-supervised representations
2023/09/11 by Octavian Pascu, Adriana Stan, Pascu, Octavian +7 · 9 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Weakly-supervised deepfake localization in diffusion-generated images
2023/11/08 by Dragos Tantaru, Tantaru, Dragos, Elisabeta Oneaţă +3 · 7 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning
2024/11/29 by Stefan Smeu, Dragos-Alexandru Boldisor, Smeu, Stefan +7 · 1 voice · 9 citations
Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Sound (cs.SD) #cs.CV #cs.LG #cs.SD #eess.AS #eess.IV #electronic engineering #information engineering
- WavLM model ensemble for audio deepfake detection
2024/08/14 by David Combei, Adriana Stan, Combei, David +5 · 9 citations
Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
- DeCLIP: Decoding CLIP representations for deepfake localization
2024/09/12 by Stefan Smeu, Smeu, Stefan, Elisabeta Oneaţă +3 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An evaluation of word-level confidence estimation for end-to-end automatic speech recognition
2021/01/14 by Dan Oneaţă, Alexandru Caranica, Oneata, Dan +5 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Improving Multimodal Speech Recognition by Data Augmentation and Speech Representations
2022/04/27 by Dan Oneaţă, Horia Cucu, Oneata, Dan +1 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Easy, Interpretable, Effective: openSMILE for voice deepfake detection
2024/08/28 by Octavian Pascu, Dan Oneaţă, Pascu, Octavian +5 · 2 citations
Computer Science · #Speech Recognition and Synthesis
- Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era
2025/06/04 by Dan Oneata, Dan Oneaţă, Oneata, Dan +4 · 1 voice · 2 citations
Computer Science · Neuroscience · #Embodied and Extended Cognition #Face Recognition and Perception #Multimodal Machine Learning Applications #cs.CL #cs.CV