Piano playing capability evaluation system based on strong and weak standards

An evaluation system and standard technology, applied to instruments, electro-acoustic musical instruments, etc., to overcome ambiguity and discontinuity, improve detection accuracy, and improve accuracy

Active Publication Date: 2020-08-18
SOUTH CHINA UNIV OF TECH
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide a method based on strength and weakness in order to overcome problems such as the need for on-site evaluation by professional teachers and the subjectivity of evaluation by different judges in order to overcome piano sight-reading learning and ability detection. Standard Piano Sight-Reading Ability Evaluation System

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  • Piano playing capability evaluation system based on strong and weak standards
  • Piano playing capability evaluation system based on strong and weak standards
  • Piano playing capability evaluation system based on strong and weak standards

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Embodiment 1

[0045] like figure 1 As shown, the structural block diagram of the piano sight-reading ability evaluation system proposed in this embodiment includes five modules, which are: human-computer interaction module, rhythm detection evaluation module, main melody note estimation evaluation module, expressiveness detection evaluation module and comprehensive score evaluation module. The human-computer interaction module is used to select a music score to display, and record the sight-reading audio for preprocessing; the rhythm detection and evaluation module is used to extract the start time of the note in the audio file, align it with the standard audio note, and obtain the rhythm evaluation score of the performance audio , and split the performance audio into multiple note segments; the main melody note estimation evaluation module is used to extract the main melody note in each frame of audio, and obtain the evaluation score of the main melody; the expressiveness detection evaluat...

Embodiment 2

[0124] This embodiment discloses a piano sight-reading ability evaluation method based on the strength standard, which is based on the strength standard-based piano sight-reading ability evaluation system disclosed in the above-mentioned embodiment, such Figure 8 As shown, it is a working flow chart of the piano sight-reading ability evaluation method based on the strength standard disclosed in this embodiment. The specific workflow is as follows:

[0125] 1) Input multiple piano audios in wav format, train the two-dimensional emotional value prediction model, and obtain the musicality values ​​of all standard audios in the database;

[0126] 2) The user clicks on the human-computer interaction module to start the evaluation, the system selects the music score in the database to display, and loads the difficulty, note, rhythm, musical performance and other information of the score, and the microphone records the user's performance audio;

[0127] 3) The rhythm detection and ...

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Abstract

The invention discloses a piano visual playing capability evaluation system based on strong and weak standards. The strong standards refer to piano music rhythm and main melody notes. The weak standard refers to optimistic expressive force. The system comprises a man-machine interaction module, a rhythm detection and evaluation module, a main melody note estimation and evaluation module, an expressive force detection and evaluation module and a comprehensive score module. The man-machine interaction module is responsible for music score display and playing audio input; the rhythm detection andevaluation module extracts a note starting point and cuts note segments to obtain a rhythm evaluation score; the main melody note estimation and evaluation module extracts main melody notes of the note segments to obtain main melody evaluation scores; the expressive force detection and evaluation module calculates the emotional distance between the playing audio and the standard audio, and normalizes the emotional distance into an evaluation score; and the comprehensive score evaluation module is used for solving the weighted sum of the scores to realize visual playing capability evaluation.In combination with the characteristics of music appreciation, a strong and weak evaluation standard is set, so that the machine evaluation result is closer to the subjective feeling of people.

Description

technical field [0001] The invention relates to the technical fields of music signal main melody note estimation, musical sense recognition, and signal filter analysis, and in particular to a piano sight-playing ability evaluation system based on strength standards. Background technique [0002] Piano "sight-reading" means that the player gets a new piece of music and reads the score directly according to the information on the sheet music. Unlike playing from memory, "sight-reading" can better reflect the player's piano level and is a very important part of piano learning However, it is actually a link that is relatively neglected in the traditional piano teaching in our country. The main reason is that traditional teaching requires one-on-one guidance from music teachers, but music teachers are expensive and the quality of music teachers is uneven, so it is impossible to accurately judge students' performance ability. Using computer technology to scientifically and object...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10H1/00
CPCG10H1/0008G10H2210/041G10H2210/046G10H2210/051G10H2210/076G10H2210/091G10H2210/066
Inventor 曹燕吴梦杰韦岗
Owner SOUTH CHINA UNIV OF TECH
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