publications

Selected publications. Find all on Google Scholar (click here).

2023

  1. Complex-valued neural networks for voice anti-spoofing
    Müller, Nicolas M, Sperl, Philip, and Böttinger, Konstantin
    Interspeech 2023
  2. Shortcut Detection with Variational Autoencoders
    Müller, Nicolas M, Roschmann, Simon, Khan, Shahbaz, Sperl, Philip, and Böttinger, Konstantin
    arXiv 2023

2022

  1. Attacker Attribution of Audio Deepfakes
    Müller, Nicolas M, Dieckmann, Franziska, and Williams, Jennifer
    Interspeech 2022
  2. Does audio deepfake detection generalize?
    Müller, Nicolas M, Czempin, Pavel, Dieckmann, Franziska, Froghyar, Adam, and Böttinger, Konstantin
    Interspeech 2022

2021

  1. SC-GlowTTS: an Efficient Zero-Shot Multi-Speaker Text-To-Speech Model
    Casanova, Edresson, Shulby, Christopher, Gölge, Eren, Müller, Nicolas Michael, Oliveira, Frederico Santos, Junior, Arnaldo Candido, Soares, Anderson da Silva, Aluisio, Sandra Maria, and Ponti, Moacir Antonelli
    Interspeech 2021
  2. Speech is Silver, Silence is Golden: What do ASVspoof-trained Models Really Learn?
    Müller, Nicolas M, Dieckmann, Franziska, Czempin, Pavel, Canals, Roman, and Böttinger, Konstantin
    ASVspoof 2021
  3. Human Perception of Audio Deepfakes
    Müller, Nicolas M, Markert, Karla, and Böttinger, Konstantin
    ACM Multimedia 2022 2021

2020

  1. Data Poisoning Attacks on Regression Learning and Corresponding Defenses
    Müller, Nicolas, Kowatsch, Daniel, and Böttinger, Konstantin
    In 2020 IEEE 25th Pacific Rim International Symposium on Dependable Computing (PRDC) 2020

2019

  1. Identifying mislabeled instances in classification datasets
    Müller, Nicolas M, and Markert, Karla
    In 2019 International Joint Conference on Neural Networks (IJCNN) 2019
  2. On GDPR compliance of companies’ privacy policies
    Müller, Nicolas M, Kowatsch, Daniel, Debus, Pascal, Mirdita, Donika, and Böttinger, Konstantin
    In International Conference on Text, Speech, and Dialogue (TSD) 2019