Essays about: "machine learning music"

Showing result 6 - 10 of 63 essays containing the words machine learning music.

1. 6. MISK-Moves

   University essay from Lunds universitet/Certec - Rehabiliteringsteknik och Design

   Author : Bo Elovson Grey; [2023]
   Keywords : MISK; machine learning; ResNet-18; NVIDIA Jetson Nano; system-on-module; Certec; Furuboda KompetensCenter; Eldorado resurcenter; pose estimation; object detection; object tracking; Raspberry Pi V2 camera; Max 8; Technology and Engineering;

   Abstract : Move-to-play is a musical instrument for persons with both cognitive and physical impairments, who would have trouble playing traditional instruments. Everyone, no matter their abilities, are given the chance to play and control music by moving their own body. READ MORE

3. 7. The Gunnlod Dataset : Engineering a dataset for multi-modal music generation

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Emil Johansson; Joel Lindgren; [2023]
   Keywords : Computer generated music; machine learning; musical instrument digital interfaces; ethics;

   Abstract : This report details the creation of a new dataset named the Gunnlod dataset (after the Norse giantess who guarded the mead of poetry) for use in research in the field of machine learning as applied to music creation, particularly multi-modal music in the MIDI format of symbolic music representation. The dataset is based on a subset of approximately four fifths of the Lakh MIDI dataset. READ MORE

4. 8. Noise Robustness of CNN and SNN for EEG Motor imagery classification

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Merlin Sewina; [2023]
   Keywords : Machine Learning; Spiking Neural Networks; Convolutional Neural Networks; EEG;

   Abstract : As an able-bodied human, understanding what someone says during a phone call with a lot of background noise is usually a task that is quite easy for us as we are aware of what the information is we want to hear, e.g. the voice of the person we are talking to, and the information that is noise, e.g. READ MORE

5. 9. The Well Trained Algorithm : An exploration of the use of AI as a tool for musical expression

   University essay from Kungl. Musikhögskolan/Institutionen för komposition, dirigering och musikteori

   Author : Muiredach O'Riain; [2023]
   Keywords : Artificial Intelligence; AI; Machine Learning; ML; Generative Music; J. S. Bach; LaMonte Young; The Well Tempered Clavier; The Well Tuned Piano; Tuning System; Instrumentisation;

   Abstract : The Well Trained Algorithm is a composition that challenges prevailing conceptions of the use of AI tools in music through the reconceptualising of JukeBox, a generative AI model for music, as an instrument in its own right. Here, I am coining the term ‘instrumentisation’ to describe a methodology for applying the qualities and associations of a musical instrument to a traditionally non-musical object. READ MORE

6. 10. Comparison of CNN and LSTM for classifying short musical samples

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tore Nylén; Victor Stenmark; [2023]
   Keywords : ;

   Abstract : Applying machine learning to music and audio data is becoming increasingly common. One such area of research is instrument classification, which is the task of identifying the instrument played in a given audio file. In this study, we compared two machine learning model types, LSTM and CNN, on the task of classifying ten different instruments. READ MORE