Parameterization of the stochastic model for evaluating variable small data in the Shannon entropy basis

O Bisikalo, V Kharchenko, V Kovtun, I Krak, S Pavlov - Entropy, 2023 - mdpi.com
The article analytically summarizes the idea of applying Shannon's principle of entropy
maximization to sets that represent the results of observations of the “input” and “output” …

Audio augmentation for non-native children's speech recognition through discriminative learning

K Radha, M Bansal - Entropy, 2022 - mdpi.com
Automatic speech recognition (ASR) in children is a rapidly evolving field, as children
become more accustomed to interacting with virtual assistants, such as Amazon Echo …

[PDF][PDF] VAD in Speech Coder Based on Wavelet Transform.

O Tymchenko, B Havrysh, O Khamula, B Kovalskyi - MoMLeT+ DS, 2022 - ceur-ws.org
One of the methods of reducing the data flow in packet transmission of speech is to exclude
those speech packets that do not carry enough information. This leads to the use of the …

[PDF][PDF] Research of Speech Signals Backgrounds of the Ukrainian Language Using the Wavelet Transform.

O Tymchenko, B Havrysh, O Khamula, N Kustra - IntelITSIS, 2023 - ceur-ws.org
Perception of speech depends on many factors‒pace of pronunciation, presence of pauses
between words and phrases, surrounding noise. There are three pronunciation styles …

[PDF][PDF] Deep Learning Models for Ukrainian Text to Speech Synthesis.

S Kondratiuk, D Hartvih, I Krak, O Barmak… - IntelITSIS, 2023 - ceur-ws.org
The developed technology performs text to speech generation for the Ukrainian language.
Implemented technology at first performs mel-spectrogram prediction using character …

[PDF][PDF] Statistical methods for evaluating experimental data on the use of mathematical competenciesin study for a resilient economy

V Petruk, O Prozor, Y Sabadosh… - … w Gospodarce i …, 2023 - bibliotekanauki.pl
The description of the problems, solved within the statistics evaluation of the results of
educational (pedagogical) experiment in resilient economy is given. Comparison of the two …

The Method of Analyzing the Level of Foreign Language Knowledge of Higher Education Students Based on Machine Learning

O Kozachko, S Zhukov, T Vuzh, O Kovtun - The International Symposium …, 2022 - Springer
The article is devoted to the development of a method of analyzing the level of foreign
language knowledge of students of a higher education institution based on machine …

Методи та інструменти побудови комп'ютерних систем аналізу і перетворнення текстових повідомлень в аудіопотік

СВ Макогон - 2023 - elartu.tntu.edu.ua
У кваліфікаційній роботі магістра на основі аналізу таксономії процесів перетворення
текстових повідомлень в аудіопотік визначено потенційні способи розвитку існуючих …