Farhad Javanmardi

Doctoral Researcher
T412 Department of Information and Communications Engineering
Full researcher profile
https://research.aalto.fi/...

Contact information

Postal address
Otakaari 3 / Rakentajanaukio 2 02150 Espoo Finland
Phone number
+358503411145

Research groups

  • Speech Communication Technology, Doctoral Researcher

Publications

Pre-trained Models for Detection and Severity Level Classification of Dysarthria from Speech

Farhad Javanmardi, Sudarsana Kadiri, Paavo Alku 2024 Speech Communication

A Comparison of Data Augmentation Methods in Voice Pathology Detection

Farhad Javanmardi, Sudarsana Kadiri, Paavo Alku 2023 Computer Speech and Language

WAV2VEC-based detection and severity level classification of dysarthria from speech

Farhad Javanmardi, Saska Tirronen, Manila Kodali, Sudarsana Kadiri, Paavo Alku 2023 Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP’23)

Utilizing WAV2VEC in database-independent voice disorder detection

Saska Tirronen, Farhad Javanmardi, Manila Kodali, Sudarsana Kadiri, Paavo Alku 2023 Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP’23)

Convolutional Neural Networks for Classification of Voice Qualities from Speech and Neck Surface Accelerometer Signals

Sudarsana Kadiri, Farhad Javanmardi, Paavo Alku 2022 Proceedings of Interspeech'22