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» Extracting Melody Lines From Complex Audio
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ISMIR
2004
Springer
134views Music» more  ISMIR 2004»
13 years 10 months ago
Extracting Melody Lines From Complex Audio
We propose a system which extracts the melody line played by a solo instrument from complex audio. At every time frame multiple fundamental frequency (F0) hypotheses are generated...
Jana Eggink, Guy J. Brown
ICASSP
2011
IEEE
12 years 8 months ago
Improving melody extraction using Probabilistic Latent Component Analysis
We propose a new approach for automatic melody extraction from polyphonic audio, based on Probabilistic Latent Component Analysis (PLCA). An audio signal is first divided into vo...
Jinyu Han, Ching-Wei Chen
ICASSP
2011
IEEE
12 years 8 months ago
Combining HMM-based melody extraction and NMF-based soft masking for separating voice and accompaniment from monaural audio
Modern monaural voice and accompaniment separation systems usually consist of two main modules: melody extraction and timefrequency masking. A main distinction between different s...
Yun Wang, Zhijian Ou
ICMCS
2005
IEEE
121views Multimedia» more  ICMCS 2005»
13 years 10 months ago
Extracting vocal melody from karaoke music audio
Extracting the melody from polyphonic musical audio is a nontrivial research problem. This paper presents an approach for vocal melody extraction from dual channel Karaoke music a...
Yongwei Zhu, Sheng Gao
ISMIR
2005
Springer
215views Music» more  ISMIR 2005»
13 years 10 months ago
Separation of Vocals from Polyphonic Audio Recordings
Source separation techniques like independent component analysis and the more recent non-negative matrix factorization are gaining widespread use for the monaural separation of in...
Shankar Vembu, Stephan Baumann