title: ÐÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ðµ Ð¼ÐµÑÐ¾Ð´Ð° Ð°ÑÐ´Ð¸Ð¾ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ° Ð´Ð»Ñ Ð¿Ð¾ÑÑÑÐ¾ÐµÐ½Ð¸Ñ Ð¼ÑÐ·ÑÐºÐ°Ð»ÑÐ½ÑÑ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐµÐ»ÑÐ½ÑÑ ÑÐ¸ÑÑÐµÐ¼
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Using the audio fingerprint method to create music recommendation systems
Creators: name: ÐÐ°ÑÐ°Ð²Ð°ÑÐºÐ¸Ð½, ÐÐµÐ²
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: 2022
Subjects: ÐÐ²ÑÐº
ÐÑÑÐ¸ÑÐ»Ð¸ÑÐµÐ»ÑÐ½ÑÐµ Ð¼Ð°ÑÐ¸Ð½Ñ ÑÐ»ÐµÐºÑÑÐ¾Ð½Ð½ÑÐµ
ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐµÐ»ÑÐ½Ð°Ñ ÑÐ¸ÑÑÐµÐ¼Ð°
Ð°Ð½Ð°Ð»Ð¸Ð· Ð·Ð²ÑÐºÐ°
Ð°ÑÐ´Ð¸Ð¾ Ð¾ÑÐ¿ÐµÑÐ°ÑÐ¾Ðº
Ð³Ð¸Ð±ÑÐ¸Ð´Ð½Ð°Ñ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐµÐ»ÑÐ½Ð°Ñ ÑÐ¸ÑÑÐµÐ¼Ð°
recommendation system
audio analysis
audio fingerprint
hybrid recommendation system

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description: The topic of this work is âUsing the audio fingerprint method to create music recommendation systemsâ. This work is devoted to the study of current solutions for building recommendation systems and the development of a new approach for building such systems. The result of the work is a new approach for building music recommendation systems.In the course of the work, a study was also made of algorithms for the formation of audio prints. The use of audio fingerprints is a feature of the new approach. As a result, a new approach to building recommender systems was proposed. The approach includes a description of the technologies used, a description of the audio fingerprinting algorithm and algorithm parameters. We conducted a series of experiments to obtain the optimal system performance and the quality of the received music recommendations. The results of the experiments are proposed in the work.