Alert button
Picture for Dorothea Kolossa

Dorothea Kolossa

Alert button

Leveraging characteristics of the output probability distribution for identifying adversarial audio examples

May 26, 2023
Matías P. Pizarro B., Dorothea Kolossa, Asja Fischer

Figure 1 for Leveraging characteristics of the output probability distribution for identifying adversarial audio examples
Figure 2 for Leveraging characteristics of the output probability distribution for identifying adversarial audio examples
Figure 3 for Leveraging characteristics of the output probability distribution for identifying adversarial audio examples
Figure 4 for Leveraging characteristics of the output probability distribution for identifying adversarial audio examples
Viaarxiv icon

RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs

Apr 08, 2022
Wentao Yu, Benedikt Boenninghoff, Jonas Roehrig, Dorothea Kolossa

Figure 1 for RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs
Figure 2 for RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs
Figure 3 for RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs
Figure 4 for RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs
Viaarxiv icon

Robustifying automatic speech recognition by extracting slowly varying features

Dec 14, 2021
Matias Pizarro, Dorothea Kolossa, Asja Fischer

Figure 1 for Robustifying automatic speech recognition by extracting slowly varying features
Figure 2 for Robustifying automatic speech recognition by extracting slowly varying features
Figure 3 for Robustifying automatic speech recognition by extracting slowly varying features
Figure 4 for Robustifying automatic speech recognition by extracting slowly varying features
Viaarxiv icon

Federated Learning in ASR: Not as Easy as You Think

Sep 30, 2021
Wentao Yu, Jan Freiwald, Sören Tewes, Fabien Huennemeyer, Dorothea Kolossa

Figure 1 for Federated Learning in ASR: Not as Easy as You Think
Figure 2 for Federated Learning in ASR: Not as Easy as You Think
Figure 3 for Federated Learning in ASR: Not as Easy as You Think
Figure 4 for Federated Learning in ASR: Not as Easy as You Think
Viaarxiv icon

Large-vocabulary Audio-visual Speech Recognition in Noisy Environments

Sep 10, 2021
Wentao Yu, Steffen Zeiler, Dorothea Kolossa

Figure 1 for Large-vocabulary Audio-visual Speech Recognition in Noisy Environments
Figure 2 for Large-vocabulary Audio-visual Speech Recognition in Noisy Environments
Figure 3 for Large-vocabulary Audio-visual Speech Recognition in Noisy Environments
Figure 4 for Large-vocabulary Audio-visual Speech Recognition in Noisy Environments
Viaarxiv icon

O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification

Jul 30, 2021
Benedikt Boenninghoff, Robert M. Nickel, Dorothea Kolossa

Figure 1 for O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification
Figure 2 for O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification
Figure 3 for O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification
Figure 4 for O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification
Viaarxiv icon

Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift

Jun 21, 2021
Benedikt Boenninghoff, Dorothea Kolossa, Robert M. Nickel

Figure 1 for Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift
Figure 2 for Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift
Figure 3 for Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift
Figure 4 for Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift
Viaarxiv icon

PILOT: Introducing Transformers for Probabilistic Sound Event Localization

Jun 07, 2021
Christopher Schymura, Benedikt Bönninghoff, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa

Figure 1 for PILOT: Introducing Transformers for Probabilistic Sound Event Localization
Figure 2 for PILOT: Introducing Transformers for Probabilistic Sound Event Localization
Figure 3 for PILOT: Introducing Transformers for Probabilistic Sound Event Localization
Figure 4 for PILOT: Introducing Transformers for Probabilistic Sound Event Localization
Viaarxiv icon

Fusing information streams in end-to-end audio-visual speech recognition

Apr 19, 2021
Wentao Yu, Steffen Zeiler, Dorothea Kolossa

Figure 1 for Fusing information streams in end-to-end audio-visual speech recognition
Figure 2 for Fusing information streams in end-to-end audio-visual speech recognition
Figure 3 for Fusing information streams in end-to-end audio-visual speech recognition
Figure 4 for Fusing information streams in end-to-end audio-visual speech recognition
Viaarxiv icon