Professur für Informatik (Mustererkennung)

ORCA-SPY: Killer Whale Sound Source Simulation and Detection, Classification and Localization in PAMGuard Utilizing Integrated Deep Learning Based Segmentation (2023) Hauer C, Nöth E, Barnhill A, Maier A, Guthunz J, Hofer H, Cheng RX, et al. Journal article Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video (2023) Weise T, Pérez Toro PA, Deitermann A, Hoffmann B, Demir KC, Straetz T, Nöth E, et al. Authored book, Volume of book series ANIMAL‐SPOT enables animal‐independent signal detection and classification using deep learning (2022) Bergler C, Smeele SQ, Tyndel SA, Barnhill A, Ortiz ST, Kalan AK, Cheng RX, et al. Journal article Adult Cochlear Implant Users Versus Typical Hearing Persons: An Automatic Analysis of Acoustic–Prosodic Parameters (2022) Arias-Vergara T, Batliner A, Rader T, Polterauer D, Högerle C, Müller J, Orozco-Arroyave JR, et al. Journal article Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet (2022) Pérez Toro PA, Rodriguez Salas D, Arias Vergara T, Klumpp P, Schuster M, Nöth E, Orozco Arroyave JR, Maier A Journal article Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing (2022) Pérez Toro PA, Arias Vergara T, Klumpp P, Vásquez-Correa JC, Schuster M, Nöth E, Orozco Arroyave JR Journal article Using Contextual Information to Process Out-of-Vocabulary Words in Spoken Dialog Systems (2022) Horndasch A Thesis Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition (2022) Hernandez A, Pérez Toro PA, Nöth E, Orozco Arroyave JR, Maier A, Yang SH Conference contribution, Original article Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech (2022) Hernandez A, Klumpp P, Das BK, Maier A, Yang SH Conference contribution, Original article ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning (2022) Bergler C, Barnhill A, Perrin D, Schmitt M, Maier A, Nöth E Conference contribution, Original article