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

27 results

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

Open Access
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3 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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42 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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8 Downloads (Pure)
Classification of functional dysphonia using the tunable Q wavelet transform
Mittapalle, K., Yagnavajjula, M. & Alku, P., 2023, (Accepted/In press) In: Speech Communication.
Research output: Contribution to journal › Article › Scientific › peer-review
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)

22 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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26 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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3 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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18 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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6 Citations (Scopus)

105 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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1 Citation (Scopus)

15 Downloads (Pure)
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
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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)

65 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
File
3 Citations (Scopus)

45 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
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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2 Citations (Scopus)

10 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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2 Citations (Scopus)

48 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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1 Citation (Scopus)

69 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
5 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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98 Downloads (Pure)
Extraction and Utilization of Excitation Information of Speech: A Review
Kadiri, S., Alku, P. & Yegnanarayana, B., Dec 2021, In: Proceedings of the IEEE. 109, 12, p. 1920 - 1941 22 p.
Research output: Contribution to journal › Review Article › peer-review

Open Access
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7 Citations (Scopus)

119 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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200 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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17 Citations (Scopus)

126 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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31 Citations (Scopus)

203 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)

67 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

Search results