Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Bachelor's degree, Engineering and Technology, Islamic Azad University Dubai
Award Date: 20 Jun 2016
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Dive into the research topics where Farhad Javanmardi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Towards robust heart failure detection in digital telephony environments by utilizing transformer-based codec inversion
Tirronen, S., Javanmardi, F., Pohjalainen, H., Kadiri, S. R., Mittapalle, K. R., Helkkula, P., Kaitue, K., Minkkinen, M., Tolppanen, H., Nieminen, T. & Alku, P., Sept 2025, In: Speech Communication. 173, 15 p., 103279.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile16 Downloads (Pure) -
Automatic Classification of Voice Disorders and Phonation Types from Speech Signals
Javanmardi, F., 2024, Aalto University. 163 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Exploring the Impact of Fine-Tuning the Wav2vec2 Model in Database-Independent Detection of Dysarthric Speech
Javanmardi, F., Kadiri, S. & Alku, P., 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 8, p. 4951-4962 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile19 Citations (Scopus)183 Downloads (Pure) -
Pre-trained Models for Detection and Severity Level Classification of Dysarthria from Speech
Javanmardi, F., Kadiri, S. & Alku, P., Mar 2024, In: Speech Communication. 158, 13 p., 103047.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile35 Citations (Scopus)227 Downloads (Pure) -
A Comparison of Data Augmentation Methods in Voice Pathology Detection
Javanmardi, F., Kadiri, S. & Alku, P., Oct 2023, In: Computer Speech and Language. 83, p. 1-16 16 p., 101552.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile32 Citations (Scopus)117 Downloads (Pure)
Projects
- 2 Finished
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SymptoSonic: Aalto_R2B_SymptoSonic
Alku, P. (Principal investigator), Petäjä, M. (Project Member), Suomalainen, K. (Project Member), Javanmardi, F. (Project Member), Tirronen, S. (Project Member), Patiño Salazar, C. (Project Member), Silaev, M. (Project Member) & Kodali, M. (Project Member)
01/06/2024 → 30/11/2025
Project: BF R2B
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HEART: Speech-based biomarking of heart failure
Alku, P. (Principal investigator), Javanmardi, F. (Project Member), Yagnavajjula, M. (Project Member), Pohjalainen, H. (Project Member), Kadiri, S. (Project Member), Kodali, M. (Project Member), Tirronen, S. (Project Member) & Mittapalle, K. (Project Member)
01/09/2020 → 31/08/2024
Project: RCF Academy Project