Automatic music genre classification based on musical instrument track separation
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Intelligent Information Systems"
DOI: 10.1007/s10844-017-0464-5
Abstract: The aim of this article is to investigate whether separating music tracks at the pre-processing phase and extending feature vector by parameters related to the specific musical instruments that are characteristic for the given musical… read more here.
Keywords: genre; music genre; automatic music; genre classification ... See more keywords
PipaSet and TEAS: A Multimodal Dataset and Annotation Platform for Automatic Music Transcription and Expressive Analysis Dedicated to Chinese Traditional Plucked String Instrument Pipa
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3216282
Abstract: Music information retrieval (MIR) is developing these years rapidly. As the fundamental MIR tasks, automatic music transcription (AMT) and expressive analysis (EA) are gaining momentum in both Western and non-European music. However, the annotated datasets… read more here.
Keywords: automatic music; music; music transcription; expressive analysis ... See more keywords
Automatic Music Classification Model Based on Instantaneous Frequency and CNNs in High Noise Environment
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Environmental and Public Health"
DOI: 10.1155/2022/1317439
Abstract: Automatic music classification has significant research implications because it is the foundation for quick and efficient music resource retrieval and has a wide range of possible applications. In this study, DL is used to extract… read more here.
Keywords: music; classification; automatic music; instantaneous frequency ... See more keywords