Vocal technique classification

Vocal technique classification is a method of musical acoustics analysis aimed at identifying and categorizing different vocal techniques used by singers during performance through technical means. This method employs audio signal processing and machine learning algorithms to extract and analyze features such as timbre, pitch, and resonance in singing, achieving precise recognition of various vocal techniques. Its objective is to enhance the quality of music production and performance, providing scientific basis and technical support for music education, singer training, music analysis, and evaluation. In the music industry, the application of this technology helps to better understand and optimize vocal performances, improving the musical experience for listeners.