Farhad Javanmardi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Feature Representation

Robust Detection

Top Venues

Comput. Speech Lang.

Publications

Farhad Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku
A comparison of data augmentation methods in voice pathology detection. Comput. Speech Lang. 83 (2024)
Farhad Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku
Pre-trained models for detection and severity level classification of dysarthria from speech. Speech Commun. 158 (2024)
Farhad Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku
Exploring the Impact of Fine-Tuning the Wav2vec2 Model in Database-Independent Detection of Dysarthric Speech. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Sudarsana Reddy Kadiri, Farhad Javanmardi, Paavo Alku
Investigation of self-supervised pre-trained models for classification of voice quality from speech and neck surface accelerometer signals. Comput. Speech Lang. 83 (2024)
Sudarsana Reddy Kadiri, Farhad Javanmardi, Paavo Alku
Investigation of Self-supervised Pre-trained Models for Classification of Voice Quality from Speech and Neck Surface Accelerometer Signals. CoRR (2023)
Saska Tirronen, Farhad Javanmardi, Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku
Utilizing Wav2Vec In Database-Independent Voice Disorder Detection. ICASSP (2023)
Farhad Javanmardi, Saska Tirronen, Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku
Wav2vec-Based Detection and Severity Level Classification of Dysarthria From Speech. ICASSP (2023)
Farhad Javanmardi, Saska Tirronen, Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku
Wav2vec-based Detection and Severity Level Classification of Dysarthria from Speech. CoRR (2023)
Sudarsana Reddy Kadiri, Farhad Javanmardi, Paavo Alku
Convolutional Neural Networks for Classification of Voice Qualities from Speech and Neck Surface Accelerometer Signals. INTERSPEECH (2022)
Farhad Javanmardi, Sudarsana Reddy Kadiri, Manila Kodali, Paavo Alku
Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers. INTERSPEECH (2022)