Enhancing Automatic Speech Recognition With Personalized Models: Improving Accuracy Through Individualized Fine-Tuning

Authors: Vitalii Brydinskyi, Dmytro Sabodashko, Yuriy Khoma, Michal Podpora, Alexander Konovalov, Volodymyr Khoma

Source: IEEE Access, Vol 12, Pp 116649-116656 (2024)

Subject Terms: Automatic speech recognition, speech processing, natural language processing, sound recognition, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10636144/; https://doaj.org/toc/2169-3536

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Standard deviation in the simulation of statistical measurements

Authors: Krzysztof Przystupa, Zenoviy Kolodiy, Svyatoslav Yatsyshyn, Jacek Majewski, Yuriy Khoma, Iryna Petrovska, Serhiy Lasarenko, Taras Hut

Source: Metrology and Measurement Systems, Vol vol. 30, Iss No 1, Pp 17-30 (2023)

Subject Terms: standard deviation, measurement, relaxation time, energy spectrum, Technology

File Description: electronic resource

Relation: https://journals.pan.pl/Content/127357/PDF/art02_int.pdf; https://doaj.org/toc/2300-1941

Access URL: https://doaj.org/article/1619e4c9fc0b48a783bf6ec96873b15d

Comparison of Modern Deep Learning Models for Speaker Verification

Authors: Vitalii Brydinskyi, Yuriy Khoma, Dmytro Sabodashko, Michal Podpora, Volodymyr Khoma, Alexander Konovalov, Maryna Kostiak

Source: Applied Sciences, Vol 14, Iss 4, p 1329 (2024)

Subject Terms: speaker embedding models, speaker verification, non-English speech dataset evaluation, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

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Relation: https://www.mdpi.com/2076-3417/14/4/1329; https://doaj.org/toc/2076-3417

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Comparison of methods for correcting outliers in ECG-based biometric identification

Authors: Su Jun, Miroslaw Szmajda, Volodymyr Khoma, Yuriy Khoma, Dmytro Sabodashko, Orest Kochan, Jinfei Wang

Source: Metrology and Measurement Systems, Vol 27, Iss 3, Pp 387-398 (2020)

Subject Terms: euclidean distance, autoencoders, outlier correction, ecg signal, human identification, biometrics, Technology

File Description: electronic resource

Relation: http://journals.pan.pl/dlibra/publication/132784/edition/116022/content; https://doaj.org/toc/2300-1941

Access URL: https://doaj.org/article/10c57ebc8bb949cf9f5c91f86ac304fd

Development of Supervised Speaker Diarization System Based on the PyAnnote Audio Processing Library

Authors: Volodymyr Khoma, Yuriy Khoma, Vitalii Brydinskyi, Alexander Konovalov

Source: Sensors, Vol 23, Iss 4, p 2082 (2023)

Subject Terms: diarization system, PyAnnote library, identification of speakers’ utterances, segmental classification, cluster classification, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/23/4/2082; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/a3a41863643c43cb932ca8e4c47d4f28

Synthesis of Dynamic Errors Correcting Algorithm for Auto–Balancing Bridge Methods

Authors: Yuriy Khoma, Volodymyr Khoma, Michal Podpora, Aleksandra Kawala-Sterniuk, Radek Martinek, Stepan Ozana

Source: IEEE Access, Vol 8, Pp 165307-165318 (2020)

Subject Terms: Auto-balancing bridge method, conductance and susceptance measurement, correction algorithms, dynamic errors in frequency domain, mathematical model of operational circuit, multi–frequency impedance meter, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9187224/; https://doaj.org/toc/2169-3536

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РОЗРОБЛЕННЯ ЦИФРОВОГО ЕКВАЛАЙЗЕРА ДЛЯ БІОСЕНСОРА ПОРТАТИВНОГО АНАЛІЗАТОРА БІОІМПЕДАНСУ

Authors: Yuriy Khoma, Volodymyr Khoma

Source: Сучасні інформаційні системи, Vol 4, Iss 2 (2020)

Subject Terms: портативний частотний аналізатор біоімпеданса, біосенсор, автокомпенсаційний перетворювач, цифровий еквалайзер, алгоритми коригування динамічних похибок, Computer software, QA76.75-76.765, Information theory, Q350-390

File Description: electronic resource

Relation: http://ais.khpi.edu.ua/article/view/204424; https://doaj.org/toc/2522-9052

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Predicting Outcomes in Patients With Diffuse Large B-Cell Lymphoma Treated With Standard of Care

Authors: Aaron Galaznik, Christian Reich, Greg Klebanov, Yuriy Khoma, Eldar Allakhverdiiev, Greg Hather, Yaping Shou

Source: Cancer Informatics, Vol 18 (2019)

Subject Terms: Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://doaj.org/toc/1176-9351

Access URL: https://doaj.org/article/8bdf132d6bce4c4a86e5aab9d3debe10

ECG Signal as Robust and Reliable Biometric Marker: Datasets and Algorithms Comparison

Authors: Mariusz Pelc, Yuriy Khoma, Volodymyr Khoma

Source: Sensors, Vol 19, Iss 10, p 2350 (2019)

Subject Terms: human identification, biomarker, ECG, machine learning, Physionet, Lviv Biometric Dataset, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/19/10/2350; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/83434c039cd94800902444a08d5252ea