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807
Automatic Musical Genre Classification Of Audio Signals
- IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING
, 2002
"... ... describe music. They are commonly used to structure the increasing amounts of music available in digital form on the Web and are important for music information retrieval. Genre categorization for audio has traditionally been performed manually. A particular musical genre is characterized by sta ..."
Abstract
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Cited by 829 (35 self)
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set of features for representing rhythmic structure and strength is proposed. The performance of those feature sets has been evaluated by training statistical pattern recognition classifiers using real world audio collections. Based on the automatic hierarchical genre classification two graphical user
Movies ’ Genres Classification by Synopsis
"... This paper investigated four different approaches for automated movies ’ genres classification based on their synopsis. 1 ..."
Abstract
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This paper investigated four different approaches for automated movies ’ genres classification based on their synopsis. 1
Music Genre Classification with Taxonomy
- in Proc. of IEEE Int. Conference on Acoustics, Speech and Signal Processing
, 2005
"... Automatic music genre classification is a fundamental component of music information retrieval systems and has been gaining importance and enjoying a growing amount of attention with the emergence of digital music on the Internet. Although considerable research has been conducted in automatic music ..."
Abstract
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Cited by 26 (3 self)
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Automatic music genre classification is a fundamental component of music information retrieval systems and has been gaining importance and enjoying a growing amount of attention with the emergence of digital music on the Internet. Although considerable research has been conducted in automatic music
Musical Genre Classification
"... Abstract — This extended abstract provides overview of the genre classification process in our submission for MIREX 2009. First, the scheme of extraction of features and use of them in the process of Musical Genre Classification is explained. In later part dataset and results obtained are described. ..."
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Abstract — This extended abstract provides overview of the genre classification process in our submission for MIREX 2009. First, the scheme of extraction of features and use of them in the process of Musical Genre Classification is explained. In later part dataset and results obtained are described
MIREX AUDIO GENRE CLASSIFICATION
"... This extended abstract details a submission to the Music Information Retrival Evaluation eXchange in the Audio Genre classification task, including the feature set used, the feature selection methods and the final classification method. ..."
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This extended abstract details a submission to the Music Information Retrival Evaluation eXchange in the Audio Genre classification task, including the feature set used, the feature selection methods and the final classification method.
AN EFFICIENT APPROACH FOR GENRE CLASSIFICATION
"... In this submission, audio features that approximate timbre, rhythm and tempo are used for genre classification and music similarity estimation. This abstract describes the feature set, distance computation method, and classifier model used for the submitted algorithms. 1. ..."
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In this submission, audio features that approximate timbre, rhythm and tempo are used for genre classification and music similarity estimation. This abstract describes the feature set, distance computation method, and classifier model used for the submitted algorithms. 1.
Automatic Music Genre Classification
, 2009
"... In this work, we are presenting our approach to automatic genre classification for music files, or songs, which consists of audio files represented by a time series data, where the goal is to automatically process the files, to establish a genre assignment. Such applications that require automatic g ..."
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In this work, we are presenting our approach to automatic genre classification for music files, or songs, which consists of audio files represented by a time series data, where the goal is to automatically process the files, to establish a genre assignment. Such applications that require automatic
Feature Extraction for Genre Classification
"... In this paper, we describe an exploratory experiment on genre classification of Swedish texts, using as predictors various subsets of a base lemma vocabulary previously derived from the Stockholm-Ume˚a Corpus. The purpose of this particular experiment was to find the subset that gives the best class ..."
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In this paper, we describe an exploratory experiment on genre classification of Swedish texts, using as predictors various subsets of a base lemma vocabulary previously derived from the Stockholm-Ume˚a Corpus. The purpose of this particular experiment was to find the subset that gives the best
Cross-Lingual Genre Classification
"... Classifying text genres across languages can bring the benefits of genre classification to the target language without the costs of manual annotation. This article introduces the first approach to this task, which exploits text features that can be considered stable genre predictors across languages ..."
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Classifying text genres across languages can bring the benefits of genre classification to the target language without the costs of manual annotation. This article introduces the first approach to this task, which exploits text features that can be considered stable genre predictors across
Music Genre Classification
"... Music classification is an interesting problem with many applications, from Drinkify (a program that generates cocktails to match the music) to Pandora to dynamically generating images that complement the music. However, music genre classification has been a challenging task in the field of music in ..."
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Music classification is an interesting problem with many applications, from Drinkify (a program that generates cocktails to match the music) to Pandora to dynamically generating images that complement the music. However, music genre classification has been a challenging task in the field of music
Results 1 - 10
of
807
