Research output per year
Research output per year
Personal profile
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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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 AccessFile2 Downloads (Pure) -
Investigation of Self-supervised Pre-trained Models for Classification of Voice Quality from Speech and Neck Surface Accelerometer Signals
Kadiri, S., Javanmardi, F. & Alku, P., Oct 2023, In: Computer Speech and Language. 83, 15 p., 101550.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Utilizing WAV2VEC in database-independent voice disorder detection
Tirronen, S., Javanmardi, F., Kodali, M., Kadiri, S. & Alku, P., 2023, (Accepted/In press) Proc. IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP’23). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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WAV2VEC-based detection and severity level classification of dysarthria from speech
Javanmardi, F., Tirronen, S., Kodali, M., Kadiri, S. & Alku, P., 2023, (Accepted/In press) Proc. IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP’23). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers
Javanmardi, F., Kadiri, S., Kodali, M. & Alku, P., Sept 2022, INTERSPEECH 2022. International Speech Communication Association (ISCA), Vol. 2022-September. p. 2173 - 2177 5 p. (Interspeech).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile2 Citations (Scopus)79 Downloads (Pure)
Projects
- 1 Active
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HEART: Speech-based biomarking of heart failure
Alku, P., Javanmardi, F., Mittapalle, K., Tirronen, S., Kadiri, S., Pohjalainen, H. & Kodali, M.
01/09/2020 → 31/08/2024
Project: Academy of Finland: Other research funding