Pekarek-Rosin's publications with Knowledge Technology

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(7 publications found during search )
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Publications in 2023
The Importance of Growing Up: Progressive Growing GANs for Image Inpainting
Daniel Speck , Theresa Pekarek-Rosin , Matthias Kerzel , Stefan Wermter
2023 IEEE International Conference on Development and Learning (ICDL) , doi: 10.1109/ICDL55364.2023.10364530 - Dec 2023
Disentangling Prosody Representations with Unsupervised Speech Reconstruction
Leyuan Qu , Taihao Li , Cornelius Weber , Theresa Pekarek-Rosin , Fuji Ren , Stefan Wermter
IEEE/ACM Transactions on Audio, Speech, and Language Processing , Volume 32, pages 39 - 54, doi: 10.1109/TASLP.2023.3320864 - Oct 2023 Open Access
Replay to Remember: Continual Layer-Specific Fine-Tuning for German Speech Recognition
Theresa Pekarek-Rosin , Stefan Wermter
Artificial Neural Networks and Machine Learning – ICANN 2023 , pages 489–500, doi: 10.1007/978-3-031-44195-0_40 - Sep 2023 Open Access
Bring the Noise: Introducing Noise Robustness to Pretrained Automatic Speech Recognition
Patrick Eickhoff , Matthias Möller , Theresa Pekarek-Rosin , Johannes Twiefel , Stefan Wermter
Artificial Neural Networks and Machine Learning – ICANN 2023 , pages 376–388, doi: 10.1007/978-3-031-44195-0_31 - Sep 2023 Open Access
Publications in 2022
Disentangling Prosody Representations with Unsupervised Speech Reconstruction
Leyuan Qu , Taihao Li , Cornelius Weber , Theresa Pekarek-Rosin , Fuji Ren , Stefan Wermter
IEEE/ACM Transactions on Audio, Speech, and Language Processing , doi: 10.48550/arXiv.2212.06972 - Dec 2022
Publications in 2020
Teaching NICO How to Grasp: An Empirical Study on Crossmodal Social Interaction as a Key Factor for Robots Learning from Humans
Matthias Kerzel , Theresa Pekarek-Rosin , Erik Strahl , Stefan Heinrich , Stefan Wermter
Frontiers in Neurorobotics , Volume 12, doi: 10.3389/fnbot.2020.00028 - Jun 2020 Open Access
Publications in 2019
Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones
Hassan Ali , Shreyans Bhansali , Ilay Köksal , Matthias Möller , Theresa Pekarek-Rosin , Sachin Sharma , Ann-Katrin Thebille , Julian Tobergte , Sören Hübner , Aleksej Logacjov , Ozan Özdemir , Jose Rodriguez Parra , Mariela Sanchez , Nambiar Shruti Surendrakumar , Tayfun Alpay , Sascha Griffiths , Stefan Heinrich , Erik Strahl , Cornelius Weber , Stefan Wermter
International Conference on Social Robotics (ICSR 2019) , pages 358--367, doi: 10.1007/978-3-030-35888-4_33 - Nov 2019