Concepedia

Hierarchical Gaussian Tree with Inertia Ratio Maximization for the Classification of Large Musical Instrument Databases

Geoffroy Peeters, Xavier Rodet

HAL (Le Centre pour la Communication Scientifique Directe) · 2003 · 22 citations · 13 references

Concepts

ComputingComputer ScienceData ScienceData MiningFeature EngineeringMachine LearningClassificationDecision TreesInstrument ClassificationPattern RecognitionAlgorithm ComparisonInstrument Acoustics ClassificationInstrument Database ClassificationLarge-scale ClassificationMachine Learning For MusicMusic ClassificationMusic Feature ExtractionMusical Pattern Recognition

Abstract

cote interne IRCAM: Peeters03c

References

13

Construction and evaluation of a robust multifeature speech/music discriminator

Eric D. Scheirer, Malcolm Slaney · 2002 · 874 citations

Computing, Data Science, Acoustics +16

Feature selection algorithms: a survey and experimental evaluation

Luis Carlos Molina, Lluís Belanche, Àngela Nebot · 2003 · 638 citations · Full text

Computing, Computer Science, Data Science +12

WEKA: The Waikato Environment for Knowledge Analysis

Stephen Garner · 1996 · 477 citations

Computing, Computer Science, Educational Technology +13

Automatic Classification of Musical Instrument Sounds

Perfecto Herrera, Geoffroy Peeters, Shlomo Dubnov · Journal of New Music Research · 2003 · 177 citations

Humanities, Musicology, Music Analysis +16

Computer identification of musical instruments using pattern recognition with cepstral coefficients as features

Judith C. Brown · The Journal of the Acoustical Society of America · 1999 · 173 citations

Humanities, Musicology, Acoustics +16