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

25 Article
2 Conference contribution
1 Review Article

25 results

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2023
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

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6 Downloads (Pure)
Analysis of Instantaneous Frequency Components of Speech Signals for Epoch Extraction
Kadiri, S., Alku, P. & Yegnanarayana, B., Mar 2023, In: Computer Speech and Language. 78, 14 p., 101443.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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47 Downloads (Pure)
Automatic classification of the severity level of Parkinson’s disease: A comparison of speaking tasks, features, and classifiers
Kodali, M., Kadiri, S. & Alku, P., Oct 2023, In: Computer Speech and Language. 83, 15 p., 101548.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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10 Downloads (Pure)
Classification of functional dysphonia using the tunable Q wavelet transform
Mittapalle, K., Yagnavajjula, M. & Alku, P., Nov 2023, In: Speech Communication. 155, 9 p., 102989.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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2 Downloads (Pure)
Classification of Phonation Modes in Classical Singing Using Modulation Power Spectral Features
Brandner, M., Bereuter, P. A., Kadiri, S. R. & Sontacchi, A., 2023, In: IEEE Access. 11, p. 29149-29161 13 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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1 Citation (Scopus)

23 Downloads (Pure)
Exemplar-based Sparse Representations for Detection of Parkinson's Disease from Speech
Mittapalle, K. & Alku, P., 27 Mar 2023, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 31, p. 1386-1396 11 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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1 Citation (Scopus)

28 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 Access
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7 Downloads (Pure)
Refining a Deep Learning-based Formant Tracker using Linear Prediction Methods
Alku, P., Kadiri, S. & Gowda, D., Jun 2023, In: Computer Speech and Language. 81, 11 p., 101515.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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1 Citation (Scopus)

23 Downloads (Pure)
Spectral warping based data augmentation for low resource children’s speaker verification
Kathania, H. K., Kadyan, V., Kadiri, S. R. & Kurimo, M., 3 Nov 2023, (E-pub ahead of print) In: Multimedia Tools and Applications. 12 p.
Research output: Contribution to journal › Article › Scientific › peer-review

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3 Downloads (Pure)
2022
A Formant Modiﬁcation Method for Improved ASR of Children’s Speech
Kathania, H., Kadiri, S., Alku, P. & Kurimo, M., Jan 2022, In: Speech Communication. 136, p. 98-106 8 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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7 Citations (Scopus)

113 Downloads (Pure)
Automatic Assessment of Parkinson’s Disease Using Speech Representations of Phonation and Articulation
Liu, Y., Mittapalle, K., Penttilä, N., Ihalainen, T., Alku, P. & Räsänen, O., 17 Nov 2022, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 31, p. 242-255 14 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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2 Citations (Scopus)

17 Downloads (Pure)
Data Augmentation Using Spectral Warping for Low Resource Children ASR
Kathania, H. K., Kadyan, V., Kadiri, S. R. & Kurimo, M., Dec 2022, In: Journal of Signal Processing Systems. 94, 12, p. 1507-1513 7 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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2 Citations (Scopus)

31 Downloads (Pure)
Deep neural architectures for dialect classification with single frequency filtering and zero-time windowing feature representations
Kethireddy, R., Kadiri, S. R. & Gangashetty, S. V., 1 Feb 2022, In: The Journal of the Acoustical Society of America. 151, 2, p. 1077-1092 16 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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3 Citations (Scopus)

53 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., 2022, (Accepted/In press) In: Journal of Voice. 7 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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2 Citations (Scopus)
End-to-end Pathological Speech Detection using Wavelet Scattering Network
Mittapalle, K., Yagnavajjula, M. & Alku, P., 17 Aug 2022, In: IEEE Signal Processing Letters. 29, p. 1863-1867 5 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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3 Citations (Scopus)

12 Downloads (Pure)
Exploration of temporal dynamics of frequency domain linear prediction cepstral coefficients for dialect classification
Kethireddy, R., Kadiri, S. R. & Gangashetty, S. V., Jan 2022, In: Applied Acoustics. 188, 108553.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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3 Citations (Scopus)

52 Downloads (Pure)
Glottal ﬂow characteristics in vowels produced by speakers with heart failure
Mittapalle, K., Pohjalainen, H., Helkkula, P., Kaitue, K., Minkkinen, M., Tolppanen, H., Nieminen, T. & Alku, P., Feb 2022, In: Speech Communication. 137, p. 35-43 9 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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3 Citations (Scopus)

72 Downloads (Pure)
The Effect of the MFCC Frame Length in Automatic Voice Pathology Detection
Tirronen, S., Kadiri, S. & Alku, P., 2022, (E-pub ahead of print) In: Journal of Voice. 14 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
6 Citations (Scopus)
2021
A Comparison of Cepstral Features in the Detection of Pathological Voices by Varying the Input and Filterbank of the Cepstrum Computation
Mittapalle, K. & Alku, P., 2021, In: IEEE Access. 9, p. 135953 - 135963 11 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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102 Downloads (Pure)
Glottal features for classification of phonation type from speech and neck surface accelerometer signals
Kadiri, S. R. & Alku, P., Nov 2021, In: Computer Speech and Language. 70, 13 p., 101232.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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207 Downloads (Pure)
The Automatic Detection of Heart Failure Using Speech Signals
Mittapalle, K., Helkkula, P., Keerthana, Y. M., Kaitue, K., Minkkinen, M., Tolppanen, H., Nieminen, T. & Alku, P., Sept 2021, In: Computer Speech and Language. 69, 11 p., 101205.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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18 Citations (Scopus)

133 Downloads (Pure)
The detection of Parkinson's disease from speech using voice source information
Nonavinakere Prabhakera, N., Schuller, B. & Alku, P., May 2021, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 29, p. 1925-1936 12 p., 9426437.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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35 Citations (Scopus)

216 Downloads (Pure)
Using data augmentation and time-scale modification to improve ASR of children’s speech in noisy environments
Kathania, H., Kadiri, S., Alku, P. & Kurimo, M., Sept 2021, In: Applied Sciences. 11, 18, 18 p., 8420.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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3 Citations (Scopus)

69 Downloads (Pure)
2020
Indicators of anterior–posterior phase diﬀerence in glottal opening measured from natural production of vowels
Murtola, T. & Alku, P., 1 Aug 2020, In: Journal of the Acoustical Society of America. 148, 2, p. EL141-EL146 6 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
2 Citations (Scopus)
Mel-weighted Single Frequency Filtering Spectrogram for Dialect Identification
Kethireddy, R., Kadiri, S., Alku, P. & Gangashetty, S. V., 2020, In: IEEE Access. 8, p. 174871-174879 9 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

Speech-based biomarking of heart failure

Research output

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