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An experimental comparison of audio tempo induction algorithms
TLDR
One conclusion is that robust tempo induction entails the processing of frame features rather than that of onset lists, and a new "redundant" approach to tempo induction is proposed, inspired by knowledge of human perceptual mechanisms.
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Modeling the tendency for music to induce movement in humans: first correlations with low-level audio descriptors across music genres.
TLDR
Two descriptors corresponding to the density of events between beats and the salience of the beat, respectively, were strongly correlated with groove across domains, and systematic deviations from strict positions on the metrical grid, so-called microtiming, did not play any significant role.
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Selective Sampling for Beat Tracking Evaluation
In this paper, we propose a method that can identify challenging music samples for beat tracking without ground truth. Our method, motivated by the machine learning method “selective sampling,” is…
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A Review of Automatic Rhythm Description Systems
This research was supported by the EU project FP6-507142 (SIMAC) and the national project Y99-INF sponsored by the Austrian Federal Ministryu of Education, Science and Culture in the form of a Start…
View on MIT Press
Towards Characterisation of Music via Rhythmic Patterns
TLDR
A new method of characterising music by typical bar-length rhythmic patterns which are automatically extracted from the audio signal is presented, and the usefulness of this representation by its application in a genre classification task is demonstrated.
Automatic Classification of Drum Sounds: A Comparison of Feature Selection Methods and Classification Techniques
TLDR
A comparative evaluation of automatic classification of a sound database containing more than six hundred drum sounds (kick, snare, hihat, toms and cymbals) using ten-fold cross-validation.
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Roadmap for Music Information ReSearch
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections
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Music genre classification using LBP textural features
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ON THE USE OF ZERO-CROSSING RATE FOR AN APPLICATION OF CLASSIFICATION OF PERCUSSIVE SOUNDS
TLDR
This paper proposes an approach for automatically extracting time indexes of occurrences of different percussive timbres in an audio signal and reports on the method currently used to deal with this problem.
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