Dorothea Kolossa

Dorothea Kolossa

Ruhr-Universität Bochum

H-index: 28

Europe-Germany

About Dorothea Kolossa

Dorothea Kolossa, With an exceptional h-index of 28 and a recent h-index of 19 (since 2020), a distinguished researcher at Ruhr-Universität Bochum, specializes in the field of Signal Processing, Speech Recognition, Hardware Applications of ML.

His recent articles reflect a diverse array of research interests and contributions to the field:

Glass Container Fill Level Measurement via Vibration on a Low-Power Embedded System

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

Hybrid condition monitoring for power converters: learning-based methods with statistical guarantees

Deep Learning-Based Claim Matching with Multiple Negatives Training

Venomave: Targeted poisoning against speech recognition

Energy Efficient Fill-Level Monitoring for Recycling Glass Containers

Leveraging characteristics of the output distribution for identifying adversarial audio examples

HiMLEdge–Energy-Aware Optimization for Hierarchical Machine Learning

Dorothea Kolossa Information

University

Position

___

Citations(all)

2924

Citations(since 2020)

1806

Cited By

1588

hIndex(all)

28

hIndex(since 2020)

19

i10Index(all)

77

i10Index(since 2020)

39

Email

University Profile Page

Ruhr-Universität Bochum

Google Scholar

View Google Scholar Profile

Dorothea Kolossa Skills & Research Interests

Signal Processing

Speech Recognition

Hardware Applications of ML

Top articles of Dorothea Kolossa

Title

Journal

Author(s)

Publication Date

Glass Container Fill Level Measurement via Vibration on a Low-Power Embedded System

Ali Raza

Nikola Markovic

Thomas Wolf

Pascal Romahn

Arndt-Hendrik Zinn

...

2023/7/23

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

arXiv preprint arXiv:2305.17000

Dorothea Kolossa

Asja Fischer

2023/5/26

Hybrid condition monitoring for power converters: learning-based methods with statistical guarantees

IEEE Access

Nikola Markovic

Thomas Stoetzel

Volker Staudt

Dorothea Kolossa

2023/3/29

Deep Learning-Based Claim Matching with Multiple Negatives Training

Anna Neumann

Dorothea Kolossa

Robert M Nickel

2023/12

Venomave: Targeted poisoning against speech recognition

Conference on Secure and Trustworthy Machine Learning (SaTML)

Hojjat Aghakhani

Lea Schönherr

Thorsten Eisenhofer

Dorothea Kolossa

Thorsten Holz

...

2023

Energy Efficient Fill-Level Monitoring for Recycling Glass Containers

Nikola Marković

Ali Raza

Thomas Wolf

Pascal Romahn

Arndt-Hendrik Zinn

...

2023/10/18

Leveraging characteristics of the output distribution for identifying adversarial audio examples

Matias Patricio Pizarro Bustamante

Dorothea Kolossa

Asja Fischer

2023/10/13

HiMLEdge–Energy-Aware Optimization for Hierarchical Machine Learning

Julio Wissing

Stephan Scheele

Aliya Mohammed

Dorothea Kolossa

Ute Schmid

2022/9/12

BERT-based ironic authors profiling.

Wentao Yu

Benedikt T Boenninghoff

Dorothea Kolossa

2022

Reliability-based large-vocabulary audio-visual speech recognition

Sensors

Wentao Yu

Steffen Zeiler

Dorothea Kolossa

2022/7/23

Microscopic and blind prediction of speech intelligibility: Theory and practice

IEEE/ACM transactions on audio, speech, and language processing

Mahdie Karbasi

Steffen Zeiler

Dorothea Kolossa

2022/6/30

Exploring accidental triggers of smart speakers

Computer Speech & Language (CSL)

Lea Schönherr

Maximilian Golla

Thorsten Eisenhofer

Jan Wiele

Dorothea Kolossa

...

2022

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

arXiv preprint arXiv:2204.03953

Wentao Yu

Benedikt Boenninghoff

Jonas Roehrig

Dorothea Kolossa

2022/4/8

ASR-based speech intelligibility prediction: A review

Mahdie Karbasi

Dorothea Kolossa

2022/12/1

Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification.

Timm Koppelmann

Alexandru Nelus

Lea Schönherr

Dorothea Kolossa

Rainer Martin

2021

Method for assisting a driver of an ego-vehicle in making use of a gap between vehicles, corresponding driver assistance system and vehicle equipped with such driver assistance …

2021/2/9

O2D2: Out-of-distribution detector to capture undecidable trials in authorship verification

arXiv preprint arXiv:2106.15825

Benedikt Boenninghoff

Robert M Nickel

Dorothea Kolossa

2021/6/30

Robustifying automatic speech recognition by extracting slowly varying features

arXiv preprint arXiv:2112.07400

Matias Pizarro

Dorothea Kolossa

Asja Fischer

2021/12/14

PILOT: Introducing transformers for probabilistic sound event localization

arXiv preprint arXiv:2106.03903

Christopher Schymura

Benedikt Bönninghoff

Tsubasa Ochiai

Marc Delcroix

Keisuke Kinoshita

...

2021/6/7

Exploiting attention-based sequence-to-sequence architectures for sound event localization

Christopher Schymura

Tsubasa Ochiai

Marc Delcroix

Keisuke Kinoshita

Tomohiro Nakatani

...

2021/1/18

See List of Professors in Dorothea Kolossa University(Ruhr-Universität Bochum)

Co-Authors

H-index: 75
Thorsten Holz

Thorsten Holz

Ruhr-Universität Bochum

H-index: 74
Shinji Watanabe

Shinji Watanabe

Carnegie Mellon University

H-index: 45
Reinhold Haeb-Umbach

Reinhold Haeb-Umbach

Universität Paderborn

H-index: 16
Jike Chong

Jike Chong

Carnegie Mellon University

H-index: 10
Katharina Kohls

Katharina Kohls

Radboud Universiteit

H-index: 7
Hendrik Meutzner

Hendrik Meutzner

Ruhr-Universität Bochum

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