title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¼Ð¾Ð±Ð¸Ð»ÑÐ½Ð¾Ð³Ð¾ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ñ ÑÑÐµÐ½Ð¸ÑÐ¾Ð²ÐºÐ¸ ÑÐ¾Ð½Ð¾Ð² ÐºÐ¸ÑÐ°Ð¹ÑÐºÐ¾Ð³Ð¾ ÑÐ·ÑÐºÐ°
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: The development of a mobile app to help users learn the tones of Chinese
Creators: name: ÐÐ¾Ð¼Ð½Ð¾, ÐÐ½Ð½Ð°
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð²
Ð½ÐµÐ¹ÑÐ¾Ð½Ð½Ð°Ñ ÑÐµÑÑ
ÐºÐ¸ÑÐ°Ð¹ÑÐºÐ¸Ð¹ ÑÐ·ÑÐº
Ð¿ÑÐ¾Ð¸Ð·Ð½Ð¾ÑÐµÐ½Ð¸Ðµ
ÑÐ¾Ð½
signal processing
neural network
chinese language
pronunciation
tone

description: ÐÐ¸ÑÐ°Ð¹ÑÐºÐ¸Ð¹, Ð±ÑÐ´ÑÑÐ¸ ÑÐ¾Ð½Ð°Ð»ÑÐ½ÑÐ¼ ÑÐ·ÑÐºÐ¾Ð¼ Ð¸Ð¼ÐµÐµÑ ÑÐ²Ð¾Ð¹ÑÑÐ²Ð¾ Ð¸Ð·Ð¼ÐµÐ½ÑÑÑ Ð·Ð½Ð°ÑÐµÐ½Ð¸Ðµ ÑÐ»Ð¾Ð²Ð° Ñ Ð¸Ð·Ð¼ÐµÐ½ÐµÐ½Ð¸ÐµÐ¼ ÑÐ¾Ð½Ð° Ð¿ÑÐ¸ Ð¿ÑÐ¾Ð¸Ð·Ð½ÐµÑÐµÐ½Ð¸Ð¸, Ð¿Ð¾ÑÑÐ¾Ð¼Ñ Ð±Ð¾Ð»ÑÑÐ¸Ð½ÑÑÐ²Ð¾ Ð»ÑÐ´ÐµÐ¹, Ð¸Ð·Ñ-ÑÐ°ÑÑÐ¸Ñ ÐºÐ¸ÑÐ°Ð¹ÑÐºÐ¸Ð¹ ÑÑÐ°Ð»ÐºÐ¸Ð²Ð°ÐµÑÑÑ Ñ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ð¾Ð¹ Ð¿ÑÐ¾Ð¸Ð·Ð½Ð¾ÑÐµÐ½Ð¸Ñ ÑÐ¾Ð½Ð¾Ð². ÐÐ´Ð½Ð°ÐºÐ¾, Ð¿ÑÐ¸ Ð´Ð¾ÑÑÐ°ÑÐ¾ÑÐ½ÑÑ ÑÑÐµÐ½Ð¸ÑÐ¾Ð²ÐºÐ°Ñ Ð¸ Ð¿ÑÐ°Ð²Ð¸Ð»ÑÐ½Ð¾Ð¼ Ð¿Ð¾Ð´ÑÐ¾Ð´Ðµ, Ð¼Ð¾Ð¶Ð½Ð¾ Ð±ÐµÐ· ÑÑÑÐ´Ð° Ð½Ð°ÑÑÐ¸ÑÑÑÑ ÑÐ°Ð·Ð»Ð¸ÑÐ°ÑÑ Ð¸ Ð¿ÑÐ¾Ð¸Ð·Ð½Ð¾ÑÐ¸ÑÑ ÑÐ¾Ð½Ñ ÐºÐ¸ÑÐ°Ð¹ÑÐºÐ¾Ð¹ ÑÐµÑÐ¸. ÐÐ°Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ñ Ð¼Ð¾Ð±Ð¸Ð»ÑÐ½Ð¾Ð³Ð¾ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ñ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð¿ÑÐ¾Ð¸Ð·Ð½ÐµÑÐµÐ½Ð½ÑÑ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¼ ÑÐ¾Ð½Ð¾Ð² ÐºÐ¸ÑÐ°Ð¹ÑÐºÐ¾Ð³Ð¾ ÑÐ·ÑÐºÐ°. ÐÐ°Ð´Ð°ÑÐ¸, ÐºÐ¾ÑÐ¾ÑÑÐµ ÑÐµÑÐ°Ð»Ð¸ÑÑ Ð² ÑÐ¾Ð´Ðµ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ¸: 1) Ð ÐµÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ñ Ð²ÑÐ±Ð¾ÑÐ° ÐºÐ°ÑÐµÐ³Ð¾ÑÐ¸Ð¹ Ñ ÑÑÐµÐ½Ð¸ÑÐ¾Ð²Ð¾ÑÐ½ÑÐ¼Ð¸ ÑÐ¿ÑÐ°Ð¶Ð½ÐµÐ½Ð¸ÑÐ¼Ð¸; 2) ÐÐ°Ð¿Ð¸ÑÑ Ð¿ÑÐ¾Ð¸Ð·Ð½Ð¾ÑÐµÐ½Ð¸Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»Ñ Ð² ÑÑÐµÐ½Ð¸ÑÐ¾Ð²Ð¾ÑÐ½Ð¾Ð¼ ÑÐ¿ÑÐ°Ð¶Ð½ÐµÐ½Ð¸Ð¸; 3) ÐÑÐ¾Ð±ÑÐ°Ð¶ÐµÐ½Ð¸Ðµ ÑÐ¿ÐµÐºÑÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ñ Ð¿ÑÐ¾Ð¸Ð·Ð½Ð¾ÑÐµÐ½Ð¸Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»Ñ; 4) ÐÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð°Ñ Ð¾ÑÐµÐ½ÐºÐ° Ð¿ÑÐ¾Ð¸Ð·Ð½Ð¾ÑÐµÐ½Ð¸Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»Ñ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ð°Ð½Ð¸Ð¸ Ð²ÐµÑÐ¾ÑÑ-Ð½Ð¾ÑÑÐ½Ð¾Ð¹ Ð¾ÑÐµÐ½ÐºÐ¸ ÑÐ¾Ð½Ð¾Ð² Ð½ÐµÐ¹ÑÐ¾Ð½Ð½Ð¾Ð¹ ÑÐµÑÑÑ; 5) Ð¡ÑÐ°ÑÐ¸ÑÑÐ¸ÐºÐ° ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð² Ð¿ÑÐ¾Ð¸Ð·Ð½Ð¾ÑÐµÐ½Ð¸Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¼ ÑÐ»Ð¾Ð² Ð² ÐºÐ°ÑÐµÐ³Ð¾ÑÐ¸Ð¸.
description: Chinese, being a tonal language, tends to change the meaning of a word with a change in tone when pronounced, so most people who study Chinese face the prob-lem of pronunciation of tones. However, with sufficient training and the right ap-proach, you can easily learn to distinguish and pronounce the tones of Chinese speech. This work is devoted to the creation of a mobile application for analyzing the tones of the Chinese language spoken by the user. The development set the following goals: 1) Implementation of the selection of categories with training exercises; 2) Recording the users pronunciation in a training exercise; 3) Display of the users pronunciation spectrogram; 4) Software evaluation of the users pronunciation based on a probabilistic as-sessment of tones by a neural network; 5) Statistics on the results of user pronunciation of words in the category.