Feature Analysis for Audio Classification (original) (raw)

Speech/Music Classification Using Occurrence Pattern of ZCR and STE

Rudrasis Chakraborty

2009

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An Efficient Audio Classification Approach Based on Support Vector Machines

Mohamed Hicham

International Journal of Advanced Computer Science and Applications, 2016

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AN EFFICIENT FEATURE SELECTION IN CLASSIFICATION OF AUDIO FILES

Computer Science & Information Technology (CS & IT) Computer Science Conference Proceedings (CSCP)

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Audio classification utilizing a rule-based approach and the support vector machine classifier

Jozef Juhár

2013

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Classification of Audio Data using Support Vector Machine

Naveen Aggarwal

2011

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Automatic Classification of Audio Data

Jaime Valle

Systems, Man and …, 2005

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Features and classifiers for the automatic classification of musical audio signals

Kris West

2004

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Review on Design and Implementation of Audio Signal Classification System to classify the Media in Speech/Music

IRJET Journal

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Content-based audio classification and segmentation by using support vector machines

Stan Li

Multimedia Systems, 2003

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Classification of audio signals using SVM and RBFNN

suganya palanivel

Expert Systems with Applications, 2009

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Speech/Music Classification of Short Audio Segments

Toni Hirvonen

2014 IEEE International Symposium on Multimedia, 2014

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Mixed Type Audio Classification using Sinusoidal Parameters

karim faez

2008 3rd International Conference on Information and Communication Technologies: From Theory to Applications, 2008

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A General Audio Classifier based on human perception motivated model 1

Hadi Harb

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Audio Signal Feature Extraction and Classification Using Local Discriminant Bases

shivani sharma

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Development of a Reference Platform for Generic Audio Classification

Michal Kuba

2008 Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

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Content-Based Audio Classification and Retrieval: A Novel Approach

Nilesh Patil

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A hierarchical approach for speech-instrumental-song classification

Sanjoy Saha

SpringerPlus, 2013

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Audio classification and categorization based on wavelets and support vector Machine

Trieu Truong

IEEE Transactions on Speech and Audio Processing, 2005

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Feature extraction for speech and music discrimination

Huiyu Zhou

2008 International Workshop on Content-Based Multimedia Indexing, 2008

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Text classification: A preferred tool for audio file classification

Louis Rompré, Ismaïl Biskri

2008 IEEE/ACS International Conference on Computer Systems and Applications, 2008

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Incorporating prior knowledge on the digital media creation process into audio classifiers

Gael Richard

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009

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Classification of audio scenes with novel features in a fused system framework

Shefali Waldekar

Digital Signal Processing, 2018

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Mixed type audio classification with support vector machine

M. Tamer Özsu

2006

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A Comparative Approach for Analyzing Impact of Different Audio Features on Music Genre Classification

SNEHA RODRIGUES

2017

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Speech music discrimination using class-specific features

Paul Baggenstoss

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004., 2004

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SVM binary decision tree architecture for multi-class audio classification

Jozef Juhár

ELMAR, 2012 Proceedings, 2012

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Audio Analysis and Classification: A Review

Dr. Manish Madhava Tripathi

International Journal of Research in Advent Technology, 2019

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Automated Classification of Audio Data and Retrieval Based on Audio Classes

SR Subramanya

Computers and Their …, 1999

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Audio feature extraction and analysis for scene classification

Jincheng Huang

Proceedings of First Signal Processing Society Workshop on Multimedia Signal Processing

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An algorithm for enhancement of audio content classification

beei iaes, Arti V. Bang

Bulletin of Electrical Engineering and Informatics, 2023

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Optimized Audio Classification and Segmentation Algorithm by Using Ensemble Methods

Muhammad Rashid

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A Review: Music Feature Extraction from an Audio Signal

WARSE The World Academy of Research in Science and Engineering

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An Investigation of Feature Models for Music Genre Classification Using the Support Vector Classifier

Anders Meng

Neural Computation, 1998

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