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Music information retrieval (MIR) is the interdisciplinary science of retrieving information from music. Those involved in MIR may have a background in academic musicology, psychoacoustics, psychology, signal processing, informatics, machine learning, optical music recognition, computational intelligence, or some combination of these.
The Journal of Research in Music Education publishes reports of original research related to music teaching and learning. The journal covers topics such as music pedagogy, history, and philosophy, and addresses vocal, instrumental, and general music at all levels, from early childhood through to adult.
The software utilized music information processing and artificial intelligence techniques to essentially solve the transcription problem for simpler melodies, although higher-level melodies and musical complexities are regarded even today as difficult deep-learning tasks, and near-perfect transcription is still a subject of research.
In A Guide to Research in Music Education, Phelps, Ferrara and Goolsby define research as the identification and isolation of a problem into a workable plan; the implementation of that plan to collect the data needed; and the synthesis, interpretation and presentation of the collected information into some format which readily can be made available to others.
Research Studies in Music Education provides a forum for the dissemination and discussion of research in music and music education. The journal aims to encourage the interrogation and development of a range of research methodologies and their application to diverse topics in music education, theory and practice.
Music informatics, as a degree subject, offers a similar learning experience to music technology, but goes further into learning the principles behind the technology. [3] Informatics students will not just use existing music hardware and software, but will learn programming and artificial intelligence.
Technology has become much more widely available in the classroom since the 1930s. Today, children have access to many musical devices and options that were not available in the 1930s. In essence, technology has been used in music classrooms throughout the United States with the intent to improve the quality of music education for students.
Journal of New Music Research is a peer-reviewed academic journal covering research on musicology (including music theory), philosophy, psychology, acoustics, computer science, engineering, and other disciplines. Articles deal with theory, analysis, composition, performance, uses of music, instruments, and other music technologies.