Kolossa, Dorothea

1. Leveraging Frequency Analysis for Deep Fake Image Recognition
   2020/03/19 by J. Howard Frank, Thorsten Eisenhofer, Frank, Joel +9 · 95 citations
   Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
2. Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding
   2018/08/16 by Schönherr, Lea, Kohls, Katharina, Zeiler, Steffen +2 · 9 citations
   #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
3. Explainable Authorship Verification in Social Media via Attention-based\n Similarity Learning
   2019/10/17 by Boenninghoff Benedikt, Boenninghoff, Benedikt, Steffen Hessler +4 · 4 citations
   Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech\n Recognition Systems
   2019/08/05 by Lea Schönherr, Schönherr, Lea, Thorsten Eisenhofer +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
5. VenoMave: Targeted Poisoning Against Speech Recognition
   2020/10/21 by Aghakhani, Hojjat, Schönherr, Lea, Eisenhofer, Thorsten +4 · 1 citation
   #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
6. Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization
   2021/02/28 by Christopher Schymura, Schymura, Christopher, Tsubasa Ochiai +11 · 1 citation
   Computer Science · Earth and Planetary Sciences · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #Underwater Acoustics Research #electronic engineering #information engineering
7. PILOT: Introducing Transformers for Probabilistic Sound Event\n Localization
   2021/06/07 by Christopher Schymura, Schymura, Christopher, Benedikt Bönninghoff +13 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering