Creating Reliable Database for Experiments on Extracting Emotions from Music

نویسندگان

  • Alicja Wieczorkowska
  • Piotr Synak
  • Rory A. Lewis
  • Zbigniew W. Ras
چکیده

Emotions can be expressed in various ways. Music is one of possible media to express emotions. However, perception of music depends on many aspects and is very subjective. This paper focuses on collecting and labelling data for further experiments on discovering emotions in music audio files. The database of more than 300 songs was created and the data were labelled with adjectives. The whole collection represents 13 more detailed or 6 more general classes, covering diverse moods, feelings and emotions expressed in the gathered music pieces.

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

A method for Music Classification based on Perceived Mood Detection for Indian Bollywood Music

A lot of research has been done in the past decade in the field of audio content analysis for extracting various information from audio signal. One such significant information is the ”perceived mood” or the ”emotions” related to a music or audio clip. This information is extremely useful in applications like creating or adapting the play-list based on the mood of the listener. This information...

متن کامل

Extracting Emotions from Music Data

Music is not only a set of sounds, it evokes emotions, subjectively perceived by listeners. The growing amount of audio data available on CDs and in the Internet wakes up a need for content-based searching through these files. The user may be interested in finding pieces in a specific mood. The goal of this paper is to elaborate tools for such a search. A method for the appropriate objective de...

متن کامل

شناسایی خودکار سبک موسیقی

Nowadays, automatic analysis of music signals has gained a considerable importance due to the growing amount of music data found on the Web. Music genre classification is one of the interesting research areas in music information retrieval systems. In this paper several techniques were implemented and evaluated for music genre classification including feature extraction, feature selection and m...

متن کامل

Methodology and Tools for the evaluation of automatic onset detection algorithms in music

This paper addresses the problem of the performance evaluation of algorithms for the automatic detection of note onsets in music signals. Our experiments show that creating a database of reference files with reliable humanannotated onset times is a complex task, since its subjective part cannot be neglected. This work provides a methodology to construct such a database. With the use of a carefu...

متن کامل

music therapy as a non-pharmacological treatment for the elderly: A Systematic Review

Introduction: Musical stimuli affect emotions, cognition, and other human characteristics, in health or disease. Today, an increasing number of healthcare centers, rehabilitation facilities, and daily programs for older adults recognize music therapy as a Non-invasive and sustainable intervention useful intervention. This systematic review was conducted to investigate the applications of music...

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 2005