Essays about: "Music emotion recognition"

Found 4 essays containing the words Music emotion recognition.

1. 1. 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

3. 2. Hotspot Detection for Automatic Podcast Trailer Generation

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Winstead Xingran Zhu; [2021]
   Keywords : automatic podcast trailer generation; hotspot detection; speech emotion recognition; text emotion recognition; text arousal detection; pull-quote selection; music detection; laughter detection; affect analysis; affective computing; machine learning; neural network;

   Abstract : With podcasts being a fast growing audio-only form of media, an effective way of promoting different podcast shows becomes more and more vital to all the stakeholders concerned, including the podcast creators, the podcast streaming platforms, and the podcast listeners. This thesis investigates the relatively little studied topic of automatic podcast trailer generation, with the purpose of en- hancing the overall visibility and publicity of different podcast contents and gen- erating more user engagement in podcast listening. READ MORE

4. 3. Classification of Affective Emotion in Musical Themes : How to understand the emotional content of the soundtracks of the movies?

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

   Author : Paula Diaz Banet; [2021]
   Keywords : Music emotion recognition; Deep learning; Feature extraction; VGGish; Mel-frequency Cepstral Coefficients.; Music emotion recognition; Deep learning; Särdragsextraktion; VGGish; Mel-frequency Cepstral Coefficients;

   Abstract : Music is created by composers to arouse different emotions and feelings in the listener, and in the case of soundtracks, to support the storytelling of scenes. The goal of this project is to seek the best method to evaluate the emotional content of soundtracks. READ MORE

5. 4. Musical hand shaker toward sustainable behavioral changes : Designing of persuasive interaction through emotion arousing

   University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

   Author : Eunjin Bae; [2012]
   Keywords : Sustainable human computer interaction sustainable HCI ; persuasive technology; affective interaction; ambient interface; ambient information system; sensor system; Fogg behavior model; An eight stpes design strategy.;

   Abstract : Context. This paper aims to investigate the potential of sustainable interaction system by employing persuasive design process. Sustainable Human Computer Interaction community (HCI) strives to find effective ways to change human behavior toward pro-environment. READ MORE