Professur für Informatik (Mustererkennung)

Machine Learning for Stuttering Detection and Classification in Stuttering Therapy (2024) Bayerl S Thesis ORCA-SPY enables killer whale sound source simulation, detection, classification and localization using an integrated deep learning-based segmentation (2023) Hauer C, Nöth E, Barnhill A, Maier A, Guthunz J, Hofer H, Cheng RX, et al. Journal article Impact of Including Pathological Speech in Pre-training on Pathology Detection (2023) Weise T, Maier A, Demir K, Perez Toro PA, Arias Vergara T, Heismann B, Nöth E, et al. Conference contribution Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach (2023) Hung H, Perez Toro PA, Arias Vergara T, Maier A, Nöth E Conference contribution Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features (2023) Perez Toro PA, Arias Vergara T, Braun F, Hönig F, Tobón-Quintero CA, Aguillón D, Lopera F, et al. Conference contribution An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients (2023) Escobar-Grisales D, Arias-Vergara T, Rios-Urrego CD, Nöth E, García AM, Orozco-Arroyave JR Conference contribution Multi-Modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video (2023) Weise T, Perez Toro PA, Deitermann A, Hoffmann B, Demir K, Straetz T, Nöth E, et al. Conference contribution, Conference Contribution Classification of stuttering – The ComParE challenge and beyond (2023) Bayerl SP, Gerczuk M, Batliner A, Bergler C, Amiriparian S, Schuller B, Nöth E, Riedhammer K Journal article Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer’s Disease Using Forestnets (2023) Perez Toro PA, Rodriguez Salas D, Arias Vergara T, Bayerl SP, Klumpp P, Riedhammer KT, Schuster M, et al. Conference contribution Swallowing disorders analysis using surface EMG biomarkers and classification models (2023) Roldan-Vasco S, Orozco-Duque A, Orozco Arroyave JR Journal article