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» Extracting Emotions from Music Data
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TASLP
2008
140views more  TASLP 2008»
13 years 9 months ago
Acoustic Chord Transcription and Key Extraction From Audio Using Key-Dependent HMMs Trained on Synthesized Audio
We describe an acoustic chord transcription system that uses symbolic data to train hidden Markov models and gives best-of-class frame-level recognition results. We avoid the extre...
Kyogu Lee, Malcolm Slaney
ISMIR
2004
Springer
192views Music» more  ISMIR 2004»
14 years 3 months ago
Extraction of Drum Patterns and their Description within the MPEG-7 High-Level-Framework
A number of metadata standards have been published in recent years due to the increasing availability of multimedia content and the resulting issue of sorting and retrieving this ...
Matthias Gruhne, Christian Uhle, Christian Dittmar...
MM
2005
ACM
157views Multimedia» more  MM 2005»
14 years 3 months ago
Natural language processing of lyrics
We report experiments on the use of standard natural language processing (NLP) tools for the analysis of music lyrics. A significant amount of music audio has lyrics. Lyrics enco...
Jose P. G. Mahedero, Alvaro Martinez, Pedro Cano, ...
ISMIR
2005
Springer
179views Music» more  ISMIR 2005»
14 years 3 months ago
Databionic Visualization of Music Collections According to Perceptual Distance
We describe the MusicMiner system for organizing large collections of music with databionic mining techniques. Low level audio features are extracted from the raw audio data on sh...
Fabian Mörchen, Alfred Ultsch, Mario Nöc...
ECWEB
2011
Springer
277views ECommerce» more  ECWEB 2011»
12 years 9 months ago
InCarMusic: Context-Aware Music Recommendations in a Car
Context aware recommender systems (CARS) adapt to the specific situation in which the recommended item will be consumed. So, for instance, music recommendations while the user is ...
Linas Baltrunas, Marius Kaminskas, Bernd Ludwig, O...