← Authors

Elmar Nöth

36 papers · 2016–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (43) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🏃 Academic Marathon (7) 🏠 Conference Loyalist (35) 🏆 Keyword Champion (4) 🔬 Deep Specialist (19) 🤝 Dynamic Duo (17) 🔥 Unstoppable (8) 🚀 Conference Pioneer 📈 Trend Setter ⚡ Prolific Year (8) ❓ The Questioner (2) 💎 Century Club (36) 🗃️ Keyword Collector (51)

Conferences

INTERSPEECH (35) ACL (1)

Top co-authors

Juan Rafael Orozco-Arroyave (17) J.C. Vasquez-Correa (10) Andreas Maier (9) Philipp Klumpp (6) Tomás Arias-Vergara (6) Cristian David Rios-Urrego (5) Christian Bergler (5) Korbinian Riedhammer (5) T. Arias-Vergara (5) Manuel Schmitt (4)

Research topics

Linguistics (1)

Keywords

speech analysis (13) parkinson disease (10) clinical speech analysis (6) parkinson disease detection (5) speech disorder (5) speech recognition (3) convolutional neural network (3) killer whale (3) pathological speech (3) multimodal learning (3) speech assessment (3) deep neural network (2) latent representation (2) recurrent neural network (2) representation learning (2) random forest (2) speech intelligibility (2) disease progression (2) medical classification (2) support vector machine (2)

Papers

Federated Learning for Secure Development of AI Models for Parkinson’s Disease Detection Using Speech from Different Languages 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
Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors INTERSPEECH 2023
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? INTERSPEECH 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study INTERSPEECH 2023
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features INTERSPEECH 2023
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
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
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning INTERSPEECH 2022
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment INTERSPEECH 2022
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
Influence of the Interviewer on the Automatic Assessment of Alzheimer’s Disease in the Context of the ADReSSo Challenge INTERSPEECH 2021
The Phonetic Footprint of Covid-19? INTERSPEECH 2021
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification INTERSPEECH 2021
Surgical Mask Detection with Deep Recurrent Phonetic Models INTERSPEECH 2020
ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication INTERSPEECH 2020
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
Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users INTERSPEECH 2019
Feature Space Visualization with Spatial Similarity Maps for Pathological Speech Data INTERSPEECH 2019
Feature Representation of Pathophysiology of Parkinsonian Dysarthria INTERSPEECH 2019
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity INTERSPEECH 2019
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson’s Disease INTERSPEECH 2019
Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech INTERSPEECH 2019
Multimodal I-vectors to Detect and Evaluate Parkinson's Disease INTERSPEECH 2018
A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with 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
Parkinson’s Disease Progression Assessment from Speech Using GMM-UBM INTERSPEECH 2016
Combining Semantic Word Classes and Sub-Word Unit Speech Recognition for Robust OOV Detection INTERSPEECH 2016
Automatic Detection of Parkinson’s Disease Based on Modulated Vowels INTERSPEECH 2016