A new technique identifies versions of the same song

Oct 22, 2009
A new technique identifies versions of the same song. Credit: SINC

A team of researchers from Pompeu Fabra University (UPF, Spain) has developed a system to identify common patterns in versions of songs, which will help to quantify the similarity of musical pieces. The technique, which appears in the New Journal of Physics, could be applied to analyse time series of data in other fields, such as economy, biology or astronomy.

"What we propose is a measure to quantify cross recurrences between two songs, that is, to be able to analyse repetitions of different musical patterns that have previously been identified from the tonal or harmonic content of the audio recording" Joan Serrà, co-author of the technique and researcher of the Musical Technology Group (MTG) of UPF in Barcelona, explains to SINC.

Serrà and his team have developed this method, based on mathematical equations, which makes it possible to identify the concurrent presence of tonal events on two song tracks (taken from a CD or other device). The results can be visualised using Cross Recurrence Plots (CRPs).

For example, therefore, the researchers have taken the tonal profile from the song Day Tripper by the Beatles and have compared it with the version performed by the group Ocean Colour Scene, as well as with a different song, I've Got a Crush on You by Frank Sinatra. In the first case, the CRP shows oblique lines that reveal matches between the two versions, but in the second this pattern does not appear.

Serrà indicates that "The identification of versions of the same song (whether or not it is by the original artist, with the same instruments, with the same or different lyrics or language, in the studio or live) may be very interesting for scientific, commercial and intellectual property reasons, or simply for the interest of the end user".

The researcher points out that the cross recurrence plots and their quantification measures are "powerful tools for analysing and comparing time series of any type of data", which means they can be used in disciplines such as astrophysics, biology, engineering or the economy. For example, it would be possible with this technique to analyse over a period of time the correlations between the Ibex and the Dow Jones or with other stock exchange indexes.

The possible applications of this study in different fields have led to its publication in the , a journal of generalist and multidisciplinary physics.

More information: J. Serrà, X. Serra y R. G. Andrzejak. "Cross recurrence quantification for cover song identification". New Journal of Physics 11: 093017, 2009.

Source: FECYT - Spanish Foundation for Science and Technology

Explore further: New insights found in black hole collisions

add to favorites email to friend print save as pdf

Related Stories

Semantic descriptors to help the hunt for music

Jan 04, 2006

You like a certain song and want to hear other tracks like it, but don't know how to find them? Ending the needle-in-a-haystack problem of searching for music on the Internet or even in your own hard drive is a new audio-based ...

Probing Question: What makes a song catchy?

Jun 08, 2006

A catchy tune isn't always a good thing. If it contains an infectious chorus, even a song you dislike might refuse to leave your head. ("Achy Breaky Heart," anyone?) The choice of descriptors is not lost on Keith Duffy, a ...

Physicists Help Police with New 3D Hologram Technique

Aug 10, 2004

Forging wills and bank cheques could now be near impossible thanks to a team of physicists in Rome (Italy). Writing in the latest issue of the Institute of Physics journal, Journal of Optics A, the scientists ...

Recommended for you

New insights found in black hole collisions

Mar 27, 2015

New research provides revelations about the most energetic event in the universe—the merging of two spinning, orbiting black holes into a much larger black hole.

X-rays probe LHC for cause of short circuit

Mar 27, 2015

The LHC has now transitioned from powering tests to the machine checkout phase. This phase involves the full-scale tests of all systems in preparation for beam. Early last Saturday morning, during the ramp-down, ...

Swimming algae offer insights into living fluid dynamics

Mar 27, 2015

None of us would be alive if sperm cells didn't know how to swim, or if the cilia in our lungs couldn't prevent fluid buildup. But we know very little about the dynamics of so-called "living fluids," those ...

Fluctuation X-ray scattering

Mar 26, 2015

In biology, materials science and the energy sciences, structural information provides important insights into the understanding of matter. The link between a structure and its properties can suggest new ...

Hydrodynamics approaches to granular matter

Mar 26, 2015

Sand, rocks, grains, salt or sugar are what physicists call granular media. A better understanding of granular media is important - particularly when mixed with water and air, as it forms the foundations of houses and off-shore ...

User comments : 4

Adjust slider to filter visible comments by rank

Display comments: newest first

NotAsleep
not rated yet Oct 22, 2009
I hope musicians don't get sued for accidentally recreating music that they've never heard before
kasen
not rated yet Oct 22, 2009
Well, as a musician friend of mine always says, all music has already been written, so it's impossible be 100% original. Barring the very experimental stuff, most music can be reduced to a small number of basic rhythm and melody combinations that people would find acoustically pleasing. Originality comes from interpretation.

Besides, this musical analysis was used just as a test for the technique, if I understand correctly. I'm sure there are better uses for it besides tormenting would-be composers.
frajo
1 / 5 (1) Oct 22, 2009
Most interesting.
Did they test the new method with the Haydn Variations by Brahms? Or with the dozens of versions of "La Folia"? Did it find the cross recurrences within BWV 1080? Or the originals of Bernd Alois Zimmermann's "Musique pour les Soupers du Roi Ubu" which consists of recurrences only?
I doubt it.
RayCherry
not rated yet Oct 23, 2009
If this tool does its job, each new peice of music can be tested with the tool (by the musicians who are attempting to create something new) which should provide a legal basis for originality

Further, where the music is discovered to be accidentally similar to existing music (which will happen the majority of the time) the musicians can consult a database for the terms and conditions of reusing the music they have incorporated in their new work

I have never met a (real) musician who did not want the ability to do just these things. Nothing worse than believing you are being original, breaking new groud, and then having some bubble-bursting music agent tapping you on the shoulder

Congratulations to the UPF team. I hope that you have, or will discover, the right commercial, judicial and governmental support to make your tool widely available

Please sign in to add a comment. Registration is free, and takes less than a minute. Read more

Click here to reset your password.
Sign in to get notified via email when new comments are made.