Concepedia

F. Javanmardi

FJ

4

Publications

119

Citations

4

H-Index

2022

Active since

Affiliations

Aalto University(Current)

F. Javanmardi is an author at Aalto University specializing in speech perception, diagnosis, and speech technology.

Top concepts

HealthDiagnosisRadiologyEngineeringDeep LearningSpeech PerceptionSpeech ProcessingSpeech TechnologySpeech RecognitionPattern Recognition

Publications per year

2022–2024

4

Publications

4

Pre-trained models for detection and severity level classification of dysarthria from speech

F. Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku · Speech Communication · 2024 · 46 citations · Full text

Engineering, Diagnosis, Pathological Speech +20

A comparison of data augmentation methods in voice pathology detection

F. Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku · Computer Speech & Language · 2023 · 36 citations · Full text

Engineering, Machine Learning, Diagnosis +24

Exploring the Impact of Fine-Tuning the Wav2vec2 Model in Database-Independent Detection of Dysarthric Speech

F. Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku · IEEE Journal of Biomedical and Health Informatics · 2024 · 25 citations · Full text

Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers

F. Javanmardi, Sudarsana Reddy Kadiri, Manila Kodali et al. · Interspeech 2022 · 2022 · 12 citations · Full text

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