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One of the main obstacles for those who are learning Russian is the need to map the pronunciation of Cyrillic characters to correct phonemes. Converting Russian words into International Phonetic Alphabet may help, but is this task of grapheme-to-phoneme conversion as simple as it seems?
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The goal of speech synthesis, also known as text-to-speech, is to convert written texts into spoken utterances. Speech synthesis finds application in many areas of our everyday life, ranging from announcements at train stations to voice assistants in call centers.
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It’s not uncommon for data scientists to work on imabalnced data, i.e. such data where classes are not uniformly distributed and one or two classes present a vast majority. Actually, most of classification data is usually imbalanced. To name but a few: medical data to diagnose a condition, fraud detection data, churn client data etc.
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