Can You Judge a Music Album by its Cover?

نویسندگان

  • Petar Petrovski
  • Anna Lisa Gentile
چکیده

In this work we explore the potential role of music album cover arts for the task of predicting the overall rating of music albums and we investigate if one can judge a music album by its cover alone. We present the results of our participation to the Linked Data Mining Challenge at the Know@LOD 2016 Workshop, which suggest that the the cover album alone might not be sufficient for the rating prediction task.

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

Uprising in “Uprising”: A Multimodal Analysis of Bob Marley’s Lyrics

This paper investigates how the theme of uprising is conveyed in Bob Marley’s final music album by the name “Uprising”. Through the methodological lenses of multimodality, attention is focused on how the album cover design, lexical items, literary devices, and other aesthetic ways such as the titles of the ten songs of the album and their order of arrangement contribute to the overall theme of ...

متن کامل

MusicGuide: Album Reviews on the Go

The cameras on mobile phones have untapped potential as input devices. In this paper, we present MusicGuide, an application that can be used to provide the user information on a music album on the go by simply using a photo of the album cover as the input. Relevant data on the album such as reviews and track samples are then collected from various sources on the web and presented to the user. O...

متن کامل

Making money by giving it for free: Radiohead's pre-release strategy for In Rainbows

In 2007 a prominent British alternative-rock band, Radiohead, pre-released its album In Rainbows online, and asked their fans to "pick-their-own-price" (PYOP) for the digital download of it. Radiohead’s unorthodox strategy has been considered as a game-changer for the music industry and a commercial success for the band. In this paper, we study weekly music sales between 2004-2012 in the US to ...

متن کامل

The Sound of an Album Cover: A Probabilistic Approach to Multimedia

We present a novel, flexible, statistical approach to modeling music, images and text jointly. The technique is based on multi-modal mixture models and efficient computation using online EM. The learned models can be used to browse multimedia databases, to query on a multimedia database using any combination of music, images and text (lyrics and other contextual information), to annotate docume...

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 2016