Essays about: "Tonnetz"

Found 2 essays containing the word Tonnetz.

1. 1. Song Popularity Prediction with Deep Learning : Investigating predictive power of low level audio features

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Gustaf Holst; Jan Niia; [2023]
   Keywords : machine learning; deep learning; audio;

   Abstract : Today streaming services are the most popular way to consume music, and with this the field of Music Information Retrieval (MIR) has exploded. Tangy market is a music investment platform and they want to use MIR techniques to estimate the value of not yet released songs. READ MORE

3. 2. Multi-objective optimization for model selection in music classification

   University essay from KTH/Optimeringslära och systemteori

   Author : Rintaro Ujihara; [2021]
   Keywords : Music emotion recognition; Mel spectrogram; MFCC; CENS; Onset; Tonnetz; HPSS; 1D convolutional neural network; Attention LSTM; 1DCNN BiLSTM; Pareto optimality;

   Abstract : With the breakthrough of machine learning techniques, the research concerning music emotion classification has been getting notable progress combining various audio features and state-of-the-art machine learning models. Still, it is known that the way to preprocess music samples and to choose which machine classification algorithm to use depends on data sets and the objective of each project work. READ MORE