Search Results for author: Karla Markert

Found 4 papers, 2 papers with code

Language Dependencies in Adversarial Attacks on Speech Recognition Systems

no code implementations • 1 Feb 2022 • Karla Markert, Donika Mirdita, Konstantin Böttinger

Automatic speech recognition (ASR) systems are ubiquitously present in our daily devices.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Paper
Add Code

Visualizing Automatic Speech Recognition -- Means for a Better Understanding?

no code implementations • 1 Feb 2022 • Karla Markert, Romain Parracone, Mykhailo Kulakov, Philip Sperl, Ching-Yu Kao, Konstantin Böttinger

Automatic speech recognition (ASR) is improving ever more at mimicking human speech processing.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Paper
Add Code

Towards Resistant Audio Adversarial Examples

2 code implementations • 14 Oct 2020 • Tom Dörr, Karla Markert, Nicolas M. Müller, Konstantin Böttinger

We devise an approach to mitigate this flaw and find that our method improves generation of adversarial examples with varying offsets.

Adversarial Attack speech-recognition +1

9

Paper
Code

Identifying Mislabeled Instances in Classification Datasets

2 code implementations • 11 Dec 2019 • Nicolas Michael Müller, Karla Markert

We evaluate our system quantitatively by adding a small number of label noise to 29 datasets, and show that we find mislabeled instances with an average precision of more than 0. 84 when reviewing our system's top 1\% recommendation.

Classification General Classification

29

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.