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» A multimodal approach to music transcription
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ICMLA
2009
13 years 5 months ago
Structured Prediction Models for Chord Transcription of Music Audio
Chord sequences are a compact and useful description of music, representing each beat or measure in terms of a likely distribution over individual notes without specifying the not...
Adrian Weller, Daniel P. W. Ellis, Tony Jebara
ISMIR
2004
Springer
132views Music» more  ISMIR 2004»
14 years 27 days ago
Classification of musical genre: a machine learning approach
In this paper, we investigate the impact of machine learning algorithms in the development of automatic music classification models aiming to capture genres distinctions. The stu...
Roberto Basili, Alfredo Serafini, Armando Stellato
CIVR
2006
Springer
174views Image Analysis» more  CIVR 2006»
13 years 11 months ago
Annotating News Video with Locations
Abstract. The location of video scenes is an important semantic descriptor especially for broadcast news video. In this paper, we propose a learning-based approach to annotate shot...
Jun Yang 0003, Alexander G. Hauptmann
MM
2004
ACM
183views Multimedia» more  MM 2004»
14 years 29 days ago
Content-based music structure analysis with applications to music semantics understanding
In this paper, we present a novel approach for music structure analysis. A new segmentation method, beat space segmentation, is proposed and used for music chord detection and voc...
Namunu Chinthaka Maddage, Changsheng Xu, Mohan S. ...
ISMIR
2005
Springer
143views Music» more  ISMIR 2005»
14 years 1 months ago
A Robust Mid-Level Representation for Harmonic Content in Music Signals
When considering the problem of audio-to-audio matching, determining musical similarity using low-level features such as Fourier transforms and MFCCs is an extremely difficult ta...
Juan Pablo Bello, Jeremy Pickens