Speech-based biomarking of heart failure

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

Acronym	HEART
Status	Finished
Effective start/end date	01/09/2020 → 31/08/2024

37 Article
5 Conference article in proceedings
1 Review Article

Automatic classification of vocal intensity categories from amplitude-normalized speech signals by comparing acoustic features and classifier models
Kodali, M., Ansari, L., Kadiri, S., Narayanan, S. & Alku, P., Oct 2025, In: Speech Communication. 174, 27 p., 103288.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
3 Citations (Scopus)

148 Downloads (Pure)
Automatic Detection of Parkinsonian Speech using Wavelet Scattering Features
Mittapalle, K. & Alku, P., 1 May 2025, In: JASA Express Letters. 5, 5, 8 p., 055202.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
2 Citations (Scopus)

18 Downloads (Pure)
Detection of Neurogenic Voice Disorders Using the Fisher Vector Representation of Cepstral Features
Yagnavajjula, M. K., Alku, P., Rao, K. S. & Mitra, P., May 2025, In: Journal of Voice. 39, 3, p. 757-763 7 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
11 Citations (Scopus)

15 Downloads (Pure)

AVID: Aalto Vocal Intensity Database
Alku, P. (Creator), Kodali, M. (Creator) & Kadiri, S. R. (Creator), Zenodo, 18 May 2023
DOI: 10.5281/zenodo.7948299, https://zenodo.org/record/7948300 and one more link, https://zenodo.org/records/10524873 (show fewer)
Dataset