Emotion detection in music, a survey

نویسنده

  • Bram van de Laar
چکیده

Mood and emotion detection can play an important role in (music) entertainment applications. There are a lot of methods for mood and emotion detection in music through acoustical feature analysis. Some perform better depending on the situation. Differences in either music or emotions or precision of a method play a role in the application of a method. This paper presents a comparison of different methods of emotion detection. This comparison will make a distinction between the precision of a certain method, the granularity of emotions and the various possible applications with all their requirements.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Emotion Based Information Retrieval System

Music emotion plays an important role in music retrieval, mood detection and other music-related applications. Many issues for music emotion recognition have been addressed by different disciplines such as physiology, psychology, cognitive science and musicology. We present a support vector regression (SVR) based Music Information Retrieval System (Emotion based). We have chosen the “Raga” para...

متن کامل

Emotion-Based Music Visualization Using Photos

Music players for personal computers are often featured with music visualization by generating animated patterns according to the music’s low-level features such as loudness and spectrum. This paper proposes an emotion-based music player which synchronizes visualization (photos) with music based on the emotions evoked by auditory stimulus of music and visual content of visualization. For emotio...

متن کامل

The Paradox of Music-Evoked Sadness: An Online Survey

This study explores listeners' experience of music-evoked sadness. Sadness is typically assumed to be undesirable and is therefore usually avoided in everyday life. Yet the question remains: Why do people seek and appreciate sadness in music? We present findings from an online survey with both Western and Eastern participants (N = 772). The survey investigates the rewarding aspects of music-evo...

متن کامل

Conveying emotion through music Generating affective background music using cellular automata

Emotion adds affect and improves understanding in humancomputer interaction. Emotion can not only be conveyed to the human user using visual cues like color or facial expression, but also using music. This paper describes development of CAM (Cellular Automata Music) that generates music using cellular automata and adds affect by modifying it according to a few simple rules that are based on det...

متن کامل

Detecting and Classifying Emotion in Popular Music

Music expresses emotion. However, analyzing the emotion in music by computer is a difficult task. Some work can be found in the literature, but the results are not satisfactory. In this paper, an emotion detection and classification system for pop music is presented. The system extracts feature values from the training music files by PsySound2 and generates a music model from the resulting feat...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006