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- The strong subjectivity of therapeutic music listening suggests the use of machine learning techniques as an important and innovative approach to supporting music therapy practice.
run.unl.pt/bitstream/10362/87327/1/Machine_Learning_Music_Therapy.pdfMachine Learning Techniques to Predict the Effectiveness of ...
Mar 1, 2020 · Machine learning techniques can support music therapy practice. Abstract. Background. The literature shows the effectiveness of music listening, but which factors and what types of music produce therapeutic effects, as well as how music therapists can select music, remain unclear.
- Alfredo Raglio, Marcello Imbriani, Chiara Imbriani, Paola Baiardi, Sara Manzoni, Marta Gianotti, Mau...
- 2020
Jan 14, 2023 · Because previous studies have not thoroughly addressed the relationship between music features and their therapeutical effects via audio signal processing, this paper proposed a Machine Learning solution for recognizing the therapeutic effect conveyed by music.
- 10.3390/s23020986
- 2023/01
- Sensors (Basel). 2023 Jan; 23(2): 986.
May 31, 2021 · Technology can assist in music (therapy) research and practice by measuring patient behaviors during interventions, as well as providing measurable outcomes and diagnostics.
- Kat R. Agres, Kat R. Agres, Rebecca S. Schaefer, Anja Volk, Susan van Hooren, Susan van Hooren, Andr...
- 2021
The strong subjectivity of therapeutic music listening suggests the use of machine learning techniques as an important and innovative approach to supporting music therapy practice.
- Alfredo Raglio, Marcello Imbriani, Chiara Imbriani, Paola Baiardi, Sara Manzoni, Marta Gianotti, Mau...
- 2020
Mar 1, 2020 · Machine learning techniques can support music therapy practice. Abstract. Background. The literature shows the effectiveness of music listening, but which factors and what types of music produce therapeutic effects, as well as how music therapists can select music, remain unclear.
Mar 1, 2020 · Machine learning techniques can support music therapy practice. Abstract. Background. The literature shows the effectiveness of music listening, but which factors and what types of music produce therapeutic effects, as well as how music therapists can select music, remain unclear.
People also ask
Can machine learning support music therapy practice?
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How can technology help in music therapy research & practice?
Jan 14, 2023 · The current paper focuses on identifying and predicting whether music has therapeutic benefits. A machine learning model is developed, using a multi-class neural network to classify emotions into four categories and then predict the output.
