Content-based music information retrieval: Current directions and future challenges

MA Casey, R Veltkamp, M Goto, M Leman… - Proceedings of the …, 2008 - ieeexplore.ieee.org
The steep rise in music downloading over CD sales has created a major shift in the music
industry away from physical media formats and towards online products and services. Music …

Signal processing for music analysis

M Muller, DPW Ellis, A Klapuri… - IEEE Journal of selected …, 2011 - ieeexplore.ieee.org
Music signal processing may appear to be the junior relation of the large and mature field of
speech signal processing, not least because many techniques and representations …

[PDF][PDF] State of the Art Report: Audio-Based Music Structure Analysis.

J Paulus, M Müller, A Klapuri - Ismir, 2010 - paulus.kapsi.fi
Folie 1 Page 1 Paulus, Müller, Klapuri – Audio-Based Music Structure Analysis – ISMIR 2010
Jouni Paulus* (Fraunhofer Institute for Integrated Circuits IIS, Germany) Meinard Müller (Saarland …

Towards timbre-invariant audio features for harmony-based music

M Muller, S Ewert - IEEE Transactions on Audio, Speech, and …, 2010 - ieeexplore.ieee.org
Chroma-based audio features are a well-established tool for analyzing and comparing
harmony-based Western music that is based on the equal-tempered scale. By identifying …

Unsupervised music structure annotation by time series structure features and segment similarity

J Serra, M Müller, P Grosche… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Automatically inferring the structural properties of raw multimedia documents is essential in
today's digitized society. Given its hierarchical and multi-faceted organization, musical …

[PDF][PDF] Using Musical Structure to Enhance Automatic Chord Transcription.

M Mauch, KC Noland, S Dixon - ISMIR, 2009 - ismir2009.ismir.net
Chord extraction from audio is a well-established music computing task, and many valid
approaches have been presented in recent years that use different chord templates …

Efficient index-based audio matching

F Kurth, M Muller - IEEE Transactions on Audio, Speech, and …, 2008 - ieeexplore.ieee.org
Given a large audio database of music recordings, the goal of classical audio identification
is to identify a particular audio recording by means of a short audio fragment. Even though …

Audio content-based music retrieval

P Grosche, M Müller, J Serra - Dagstuhl Follow-Ups, 2012 - drops.dagstuhl.de
The rapidly growing corpus of digital audio material requires novel retrieval strategies for
exploring large music collections. Traditional retrieval strategies rely on metadata that …

Music structure analysis using a probabilistic fitness measure and a greedy search algorithm

J Paulus, A Klapuri - IEEE Transactions on Audio, Speech, and …, 2009 - ieeexplore.ieee.org
This paper proposes a method for recovering the sectional form of a musical piece from an
acoustic signal. The description of form consists of a segmentation of the piece into musical …

[PDF][PDF] Sequence Representation of Music Structure Using Higher-Order Similarity Matrix and Maximum-Likelihood Approach.

G Peeters - ISMIR, 2007 - Citeseer
In this paper, we present a novel method for the automatic estimation of the structure of
music tracks using a sequence representation. A set of timbre-related (MFCC and Spectral …