Knees, P. (2022, August 22). Music Information Retrieval and Recommendation: Recent and Future Developments [Presentation]. Georgia Tech Center for Music Technology Seminar Series, Atlanta, GA, United States of America (the).
Georgia Tech Center for Music Technology Seminar Series
Atlanta, GA, United States of America (the)
Music Information Retrieval; Recommender Systems
Music information retrieval allows to build new tools for music creation and appreciation based on information in music and how people perceive and interact with it. In this talk, I will present recent research directions in music information retrieval and recommendation at my lab, touching upon various topics such as semantic control of music generation systems, deep learning architectures for music tagging, and reproducibility of user studies in MIR. I will also highlight upcoming projects, such as transformer-based drum pattern generation, sequential music recommendation, and chill factor detection in music to identify common research interests with the faculty at the School of Music.