Video Background Music Recognition and Automatic Recommendation Based on Gmm Model

• Published in: Informatica (Ljubljana) Vol. 47; no. 7; pp. 41 - 49
• Main Authors: Zhou, Wei, Ma, Ke
• Format: Journal Article
• Language: English
• Published: Ljubljana Slovenian Society Informatika / Slovensko drustvo Informatika 27.07.2023
• Subjects: Audio data; Cultural heritage; Deep learning; Emotions; Frequency response; Internet; Listening; Music; Musical performances; Neural networks; Principal components analysis; Probabilistic models; Recognition; Recommender systems; Signal processing; Smartphones; Social networks; Streaming media; Video; China

Recognizing background music in videos is a widely utilized technology in the global music business. With the use of classification, the data about the audio signal's frequency response, orchestration, and temporal structure is represented. In the beginning, identification was a human process....