Leaderboards/Voice and Speech Disorders

Voice and Speech Disorders

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Yuzhe Yang
Google (United States)
2
Aditi Govindu
MIT World Peace University
3
Amlu Anna Joshy
APJ Abdul Kalam Technological University
4
Máté Hireš
Technical University of Košice
5
Asmae Ouhmida
Université Hassan II Mohammedia
6
Mahsa Bahrami
K.N.Toosi University of Technology
7
Qisheng Yang
Hunan University
8
Raya Alshammri
Qassim University
9
Ziyuan Che
Harvard University Press
10
Felix Agbavor
Drexel University

Rising Stars Papers

1
The limits of fair medical imaging AI in real-world generalization
Nature Medicine|2024
214 cit.
2
Speaking without vocal folds using a machine-learning-assisted wearable sensing-actuation system
Nature Communications|2024
137 cit.
3
Demographic bias of expert-level vision-language foundation models in medical imaging
Science Advances|2025
39 cit.
4
Multilingual Prediction of Cognitive Impairment with Large Language Models and Speech Analysis
Brain Sciences|2024
14 cit.
5
Tomato Leaf Disease Detection Using Transfer Learning: A Comparative Study
Unknown Journal|2024
10 cit.
6
A Membrane Magnetoelastic Generator for Acoustic Energy Harvesting
Advanced Science|2025
10 cit.
7
HEFS-MLDR: A novel hybrid ensemble feature selection framework for improved deep neural network architecture in the diagnosis of Parkinson’s disease
Multimedia Tools and Applications|2024
8 cit.
8
Enhancing Parkinson's Disease Diagnosis: A Stacking Ensemble Approach Leveraging Machine Learning Techniques
Unknown Journal|2024
5 cit.
9
Sedimentary characteristics and paleoclimatic significance of the lower cretaceous red sandstone in the Central Ordos Basin
Environmental Earth Sciences|2024
4 cit.
10
Augmented Speech Generalization in Parkinson's Disease Detection
Unknown Journal|2025
2 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Sitanshu Sekhar Sahu
Birla Institute of Technology, Mesra
2
Kartik Mahto
Birla Institute of Technology, Mesra
3
Wassim Bouachir
Université TÉLUQ
4
Angkoon Anuwong
Police General Hospital
5
Peter Drotár
Technical University of Košice
6
Michał Ginszt
Medical University of Lublin
7
Alice Othmani
Université Paris-Est Créteil
8
Sushila Palwe
MIT World Peace University
9
Şengül Doğan
Fırat University
10
Maria Fabiana Bonfim de Lima-Silva
Universidade Federal da Paraíba

Emerging Leaders Papers

1
A Meta-Analysis of the Global Prevalence of Temporomandibular Disorders
Journal of Clinical Medicine|2024
258 cit.
2
Early detection of Parkinson's disease using machine learning
Procedia Computer Science|2023
237 cit.
3
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals
Cognitive Neurodynamics|2022
94 cit.
4
Automated accurate fire detection system using ensemble pretrained residual network
Expert Systems with Applications|2022
85 cit.
5
MemoCMT: multimodal emotion recognition using cross-modal transformer-based feature fusion
Scientific Reports|2025
66 cit.
6
EEG-based neural networks approaches for fatigue and drowsiness detection: A survey
Neurocomputing|2023
56 cit.
7
Multi-classification deep CNN model for diagnosing COVID-19 using iterative neighborhood component analysis and iterative ReliefF feature selection techniques with X-ray images
Chemometrics and Intelligent Laboratory Systems|2022
47 cit.
8
A multimodal computer-aided diagnostic system for depression relapse prediction using audiovisual cues: A proof of concept
Healthcare Analytics|2022
34 cit.
9
A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data
Computer Methods and Programs in Biomedicine|2022
34 cit.
10
Transformers for 1D signals in Parkinson’s disease detection from gait
2022 26th International Conference on Pattern Recognition (ICPR)|2022
30 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Lorraine O. Ramig
LSVT Global (United States)
2
Ingo R. Titze
University of Utah
3
Robert E. Hillman
Harvard University
4
Mara Behlau
Centro de Estudos da Voz
5
Robert T. Sataloff
Drexel University
6
Jack J. Jiang
Stony Brook University
7
Johan Sundberg
KTH Royal Institute of Technology
8
Christy L. Ludlow
Northwood University
9
Clark A. Rosen
University of California, San Francisco
10
Gerald S. Berke
University of California, Los Angeles

Current Senior Leaders Papers

1
Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease
IEEE Transactions on Biomedical Engineering|2008
1k cit.
2
Consensus Auditory-Perceptual Evaluation of Voice: Development of a Standardized Clinical Protocol
American Journal of Speech-Language Pathology|2009
980 cit.
3
The physics of small-amplitude oscillation of the vocal folds
The Journal of the Acoustical Society of America|1988
858 cit.
4
Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease
IEEE Transactions on Biomedical Engineering|2012
723 cit.
5
Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech Tests
IEEE Transactions on Biomedical Engineering|2009
682 cit.
6
Physiologic and acoustic differences between male and female voices
The Journal of the Acoustical Society of America|1989
599 cit.
7
Voice Training and Therapy With a Semi-Occluded Vocal Tract: Rationale and Scientific Underpinnings
Journal of Speech Language and Hearing Research|2006
531 cit.
8
Review: Occupational risks for voice problems
Logopedics Phoniatrics Vocology|2001
475 cit.
9
Intensive voice treatment (LSVT(R)) for patients with Parkinson's disease: a 2 year follow up
Journal of Neurology Neurosurgery & Psychiatry|2001
470 cit.
10
Populations in the U.S. workforce who rely on voice as a primary tool of trade: a preliminary report
Journal of Voice|1997
469 cit.

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