Jakub Steinbach

According to our database, Jakub Steinbach authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Feature scaling induced data leakage quantification in machine learning-based voice pathology detection.

Jan Vrba, Jakub Steinbach, Tomás Jirsa, Noriyasu Homma

Appl. Soft Comput., 2026

2025

Towards a Digital Twin for Voice Pathology: Analyzing Microphone Effects on Acoustic Feature Extraction.

Jan Vrba, Jakub Steinbach, Tomás Jirsa, Zuzana Urbániová

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

2024

Reproducible Machine Learning-based Voice Pathology Detection: Introducing the Pitch Difference Feature.

Jan Vrba, Jakub Steinbach, Tomás Jirsa, Laura Verde, Roberta De Fazio, Noriyasu Homma, Yuwen Zeng, Key Ichiji, Lukas Hajek, Zuzana Sedlakova, Jan Mares

CoRR, 2024

Application of Deep Learning Models for Vocal Cords Detection in Laryngoscopic Imagery.

Jan Vrba, Jakub Steinbach, Matous Cejnek, Tomás Jirsa, Zuzana Urbániová

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Comparative Analysis of YOLO-based Models for Vocal Cord Segmentation in Laryngoscopic Images.

Jakub Steinbach, Jan Vrba, Tomás Jirsa, Matous Cejnek, Zuzana Urbániová

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

2021

A Machine Learning Approach for Gearbox System Fault Diagnosis.

Jan Vrba, Matous Cejnek, Jakub Steinbach, Zuzana Krbcova

Entropy, 2021