Studies and Improvements in Automatic Classification of Musical Sound Samples (original) (raw)

Features and classifiers for the automatic classification of musical audio signals

Kris West

2004

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Problems with Automatic Classification of Musical Sounds

Dominik Ślęzak

Intelligent Information Processing and Web Mining, 2003

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Automatic Classification of Musical Instrument Sounds

Shlomo Dubnov

Journal of New Music …, 2003

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Representing musical instrument sounds for their automatic classification

Bożena Kostek

JOURNAL-AUDIO ENGINEERING SOCIETY, 2001

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COMPARISON OF SUBSPACE ANALYSIS-BASED AND STATISTICAL MODEL-BASED ALGORITHMS FOR MUSICAL INSTRUMENT CLASSIFICATION

Emmanouil Benetos

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Elimination of Descriptors using Discriminant

Arie Livshin

2008

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A study on feature analysis for musical instrument classification

Stephen Cranefield, Jeremiah Deng

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Automatic Classification of Audio Data

Jaime Valle

Systems, Man and …, 2005

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11 multi-way hierarchic classification of musical instrument sounds

chetan singh

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On the robustness of audio features for musical instrument classification

Gael Richard

2008

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Feature analysis and classification of classical musical instruments: An empirical study

Stephen Cranefield

Advances in Data Mining. …, 2006

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Predominant Musical Instrument Classification based on Spectral Features

Karthikeya Racharla

2020 7th International Conference on Signal Processing and Integrated Networks (SPIN), 2020

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KNN-A Machine Learning Approach to Recognize a Musical Instrument Sanjay Badhe

Ijariit Journal

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Study of Feature Categories for Musical Instrument Recognition

Hassan Ezzaidi

Communications in Computer and Information Science, 2012

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Musical instrument recognition based on class pairwise feature selection

Slim Essid, Gael Richard

2004

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Audio Signal Feature Extraction and Classification Using Local Discriminant Bases

shivani sharma

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Multi-way Hierarchic Classification of Musical Instrument Sounds

Alicja Wieczorkowska

2007 International Conference on Multimedia and Ubiquitous Engineering (MUE'07), 2007

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Short-Term Classification of Musical Instruments: A Critical View

Jayme G A Barbedo

VI Congress of the Brazilian Audio Engineering Society, 2008

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Purging Musical Instrument Sample Databases Using Automatic Musical Instrument Recognition Methods

Arie Livshin

IEEE Transactions on Audio, Speech, and Language Processing, 2000

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Automatic Classification of Pitched Musical Instrument Sounds

Anssi Klapuri

Signal Processing Methods for Music Transcription, 2006

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KDD-Based Approach to Musical Instrument Sound Recognition

Dominik Ślęzak

Lecture Notes in Computer Science, 2002

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Musical instrument recognition by pairwise classification strategies

Gael Richard

IEEE Transactions on Audio, Speech and Language Processing, 2000

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Discriminant Feature Analysis for Music Timbre Recognition and Automatic Indexing

Agnieszka Dardzinska

Lecture Notes in Computer Science, 2008

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Musical Instrument Classification Using Neural Networks

Coskun Bayrak

2006

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Musical Instrument Classification Using Individual Partials

George Tzanetakis

IEEE Transactions on Audio, Speech, and Language Processing, 2011

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Content-Based Classification of Musical Instrument Timbres

Maurizio Longari

2001

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Automatic classification of drum sounds: a comparison of feature selection methods and classification techniques

Perfecto Herrera

Music and Artificial Intelligence, 2002

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Binary decision tree classification of musical sounds

Jens Arnspang

Proc. of the 1999 ICMC, 1999

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