Speech-based biomarking of heart failure

Alku, Paavo (Principal investigator)
Javanmardi, Farhad (Project Member)
Mittapalle, Kiran (Project Member)
Tirronen, Saska (Project Member)
Kadiri, Sudarsana (Project Member)
Pohjalainen, Hilla (Project Member)
Kodali, Manila (Project Member)

Department of Information and Communications Engineering

24 Article
2 Conference contribution
1 Review Article

2 results

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2022
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 Access
File
2 Citations (Scopus)

79 Downloads (Pure)
Convolutional Neural Networks for Classification of Voice Qualities from Speech and Neck Surface Accelerometer Signals
Kadiri, S., Javanmardi, F. & Alku, P., 2022, Proceedings of Interspeech'22. International Speech Communication Association (ISCA), Vol. 2022-September. p. 5253 - 5257 5 p. (Annual Conference of the International Speech Communication Association).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
2 Citations (Scopus)

64 Downloads (Pure)