Seung Hee Yang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Speech Recognition

Machine Learning

Convolutional Neural Networks

Protection Of Intellectual Property

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Tobias Weise, Philipp Klumpp, Kubilay Can Demir, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Björn Heismann, Andreas K. Maier, Seung Hee Yang
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. CoRR (2024)
Soroosh Tayebi Arasteh, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Tobias Weise, Kai Packhäuser, Maria Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang
The Impact of Speech Anonymization on Pathology and Its Limits. CoRR (2024)
Hannah Schieber, Kubilay Can Demir, Constantin Kleinbeck, Seung Hee Yang, Daniel Roth
Indoor Synthetic Data Generation: A Systematic Review. Comput. Vis. Image Underst. 240 (2024)
Maximilian P. Oppelt, Andreas Foltyn, Jessica Deuschel, Nadine R. Lang, Nina Holzer, Bjoern M. Eskofier, Seung Hee Yang
ADABase: A Multimodal Dataset for Cognitive Load Estimation. Sensors 23 (1) (2023)
Tobias Weise, Andreas K. Maier, Kubilay Can Demir, Paula Andrea Pérez-Toro, Tomas Arias-Vergara, Björn Heismann, Elmar Nöth, Maria Schuster, Seung Hee Yang
Impact of Including Pathological Speech in Pre-training on Pathology Detection. TSD (2023)
Soroosh Tayebi Arasteh, Cristian David Rios-Urrego, Elmar Nöth, Andreas K. Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages. CoRR (2023)
Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave
Federated Learning for Secure Development of AI Models for Parkinson's Disease Detection Using Speech from Different Languages. INTERSPEECH (2023)
Tobias Weise, Paula Andrea Pérez-Toro, Andrea Deitermann, Bettina Hoffmann, Kubilay Can Demir, Theresa Straetz, Elmar Nöth, Andreas K. Maier, Thomas Kallert, Seung Hee Yang
Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video. ML4MHD (2023)
Kubilay Can Demir, Tobias Weise, Matthias May, Axel Schmid, Andreas K. Maier, Seung Hee Yang
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images. CoRR (2023)
Kubilay Can Demir, Tobias Weise, Matthias May, Axel Schmid, Andreas Maier, Seung Hee Yang
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images. INTERSPEECH (2023)
Kubilay Can Demir, Hannah Schieber, Tobias Weise, Daniel Roth, Matthias May, Andreas K. Maier, Seung Hee Yang
Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Aline Sindel, Abner Hernandez, Seung Hee Yang, Vincent Christlein, Andreas K. Maier
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks. CoRR (2022)
Abner Hernandez, Philipp Klumpp, Badhan Das, Andreas K. Maier, Seung Hee Yang
Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech. TSD (2022)
Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. INTERSPEECH (2022)
Abner Hernandez, Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices. CoRR (2022)
Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. CoRR (2022)
Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. INTERSPEECH (2022)
Soroosh Tayebi Arasteh, Tobias Weise, Maria Schuster, Elmar Nöth, Andreas K. Maier, Seung Hee Yang
Is Speech Pathology a Biomarker in Automatic Speaker Verification? CoRR (2022)
Andreas K. Maier, Seung Hee Yang, Farhad Maleki, Nikesh Muthukrishnan, Reza Forghani
Offer Proprietary Algorithms Still Protection of Intellectual Property in the Age of Machine Learning? - A Case Study Using Dual Energy CT Data. Bildverarbeitung für die Medizin (2022)
Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas K. Maier, Seung Hee Yang
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis. CoRR (2022)
Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. CoRR (2022)
Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas K. Maier, Seung Hee Yang
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis. TSD (2022)
Abner Hernandez, Seung Hee Yang
Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning. SPECOM (2021)
Andreas K. Maier, Seung Hee Yang, Farhad Maleki, Nikesh Muthukrishnan, Reza Forghani
Does Proprietary Software Still Offer Protection of Intellectual Property in the Age of Machine Learning? - A Case Study using Dual Energy CT Data. CoRR (2021)
Andreas Maier, Harald Köstler, Marco Heisig, Patrick Krauss, Seung Hee Yang
Known Operator Learning and Hybrid Machine Learning in Medical Imaging - A Review of the Past, the Present, and the Future. CoRR (2021)
Seung Hee Yang, Minhwa Chung
Improving Dysarthric Speech Intelligibility using Cycle-consistent Adversarial Training. BIOSIGNALS (2020)
Seung Hee Yang, Minhwa Chung
Improving Dysarthric Speech Intelligibility Using Cycle-consistent Adversarial Training. CoRR (2020)
Taehyeong Kim, Minji Kwak, Seung Hee Yang, Jaeseo Lim, Byoung-Tak Zhang
WithDorm: Dormitory Solution for Linking Roommates. MobileHCI (2019)
Seung Hee Yang, Minhwa Chung
Self-Imitating Feedback Generation Using GAN for Computer-Assisted Pronunciation Training. INTERSPEECH (2019)
Seung Hee Yang, Minhwa Chung
Comparison between read and spontaneous speech assessment of L2 Korean. O-COCOSDA (2019)