Elmar Nöth

Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition Interspeech 2025 Synchronous analysis of abnormal acoustic and linguistic production in Parkinson's speech Interspeech 2025 Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages Interspeech 2025 An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients Interspeech 2023 A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem Interspeech 2023 Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features Interspeech 2023 Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors Interspeech 2023 Classifying Dementia in the Presence of Depression: A Cross-Corpus Study Interspeech 2023 Federated Learning for Secure Development of AI Models for Parkinson’s Disease Detection Using Speech from Different Languages Interspeech 2023 Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate Interspeech 2023 Measuring Phonological Precision in Children with Cleft Lip and Palate Interspeech 2023 Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? Interspeech 2023 Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach Interspeech 2023 Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment Interspeech 2022 ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning Interspeech 2022 Influence of the Interviewer on the Automatic Assessment of Alzheimer’s Disease in the Context of the ADReSSo Challenge Interspeech 2021 Modeling Dysphonia Severity as a Function of Roughness and Breathiness Ratings in the GRBAS Scale Interspeech 2021 On Modeling Glottal Source Information for Phonation Assessment in Parkinson’s Disease Interspeech 2021 ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification Interspeech 2021 The Phonetic Footprint of Covid-19? Interspeech 2021 ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication Interspeech 2020 Surgical Mask Detection with Deep Recurrent Phonetic Models Interspeech 2020 Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson’s Disease Interspeech 2019 Automated Cross-language Intelligibility Analysis of Parkinson’s Disease Patients Using Speech Recognition Technologies ACL 2019 Deep Learning for Orca Call Type Identification — A Fully Unsupervised Approach Interspeech 2019 Feature Representation of Pathophysiology of Parkinsonian Dysarthria Interspeech 2019 Feature Space Visualization with Spatial Similarity Maps for Pathological Speech Data Interspeech 2019 Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users Interspeech 2019 Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech Interspeech 2019 The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity Interspeech 2019 A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease Interspeech 2018 Multimodal I-vectors to Detect and Evaluate Parkinson's Disease Interspeech 2018 An N-Gram Based Approach to the Automatic Diagnosis of Alzheimer’s Disease from Spoken Language Interspeech 2017 Apkinson — A Mobile Monitoring Solution for Parkinson’s Disease Interspeech 2017 Convolutional Neural Network to Model Articulation Impairments in Patients with Parkinson’s Disease Interspeech 2017 Evaluation of the Neurological State of People with Parkinson’s Disease Using i-Vectors Interspeech 2017 Automatic Detection of Parkinson’s Disease Based on Modulated Vowels Interspeech 2016 Combining Semantic Word Classes and Sub-Word Unit Speech Recognition for Robust OOV Detection Interspeech 2016 Parkinson’s Disease Progression Assessment from Speech Using GMM-UBM Interspeech 2016