ARCHIVES

Research Article

Music Genre Classification Using Machine Learning

Pulkit Gigoo1 Prof.Dnyaneshwar Kanade2
12Electronics and Communication Department, Vishwakarma Institute of Technology, Pune, Maharashtra, India.

Published Online: May-June 2022

Pages: 513-517

Cite this article

No DOI

References

[1] McKinney,Martin,andJeroenBreebaart. "Features for audio and music classification."(2003).
[2] O’Shea,Keiron,andRyanNash."An introduction to convolutionalneural networks." arXiv preprint arXiv:1511.08458(2015).
[3] Bisharad,Dipjyoti,andRabulHussainLaskar."Music Genre Recognition Using Residual Neural Networks."InTENCON2019-
2019IEEERegion10 Conference (TENCON), pp. 2063-2068. IEEE,2019.
[4] Zhang, Scott, HuapingGu, and Rongbin Li. "MUSIC GENRE CLASSIFICATION: NEAR-REALTIME VSSEQUENTIAL APPROACH."
(2019).
[5] Chillara, Snigdha, A. S. Kavitha, Shwetha A. Neginhal, Shreya Haldia, andK.S.Vidyullatha."MusicGenreClassification
usingMachineLearning Algorithms: A comparison."(2019).
[6] Bahuleyan,Hareesh."Musicgenreclassificationusingmachinelearning techniques." arXiv preprint arXiv:1804.01149(2018).
[7] Yang,Hansi,andWei-QiangZhang."MusicGenreClassificationUsing
DuplicatedConvolutionalLayersinNeuralNetworks."InINTERSPEECH, pp. 3382-3386. 2019.
[8] Gessle, Gabriel, and Simon Åkesson. "A comparative analysis of CNN and LSTM for music genre classification."(2019).
[9] Defferrard, Michaël, KirellBenzi, Pierre Vandergheynst, and Xavier Bresson. "Fma: A dataset for music analysis." arXiv preprint
arXiv:1612.01840(2016).
[10] George,Tzanetakis,EsslGeorg,andCookPerry."Automaticmusical
genreclassificationofaudiosignals."InProceedingsofthe2ndinternational symposium on music information retrieval, Indiana .2001.
[11] Srivastava,Nitish,GeoffreyHinton,AlexKrizhevsky, IlyaSutskever,
andRuslanSalakhutdinov."Dropout:asimplewaytopreventneuralnetworks
fromoverfitting."Thejournalofmachinelearningresearch15,no.1(2014): 1929-1958.
[12] Grossi,Enzo,andMassimoBuscema."Introduction toartificial neural
networks."Europeanjournalofgastroenterology&hepatology19,no.12 (2007):1046-1054.
[13] Weston,Jason,andChrisWatkins."Supportvectormachinesformulti- class pattern recognition." In Esann, vol. 99, pp. 219-
224.1999.
[14] Chang, Kaichun K., Jyh-Shing Roger Jang, and Costas S. Iliopoulos. "Music Genre Classification via Compressive Sampling." In
ISMIR,pp.387- 392. 2010.
[15] Hamel,Philippe,andDouglasEck."Learningfeaturesfrommusicaudio with deep belief networks." In ISMIR, vol. 10, pp. 339-
344.2010.
[16] Zlatintsi, Athanasia, and Petros Maragos. "Comparison of different representations based on nonlinear features for music genre
classification." In201422ndEuropeanSignalProcessingConference(EUSIPCO),pp.1547- 1551. IEEE,2014.

Related Articles

2022

A Review on Bamboo Reinforced Concrete Beam

2022

FARMERS AGRICULTURAL PORTAL

2022

Sentiment Analysis of Religious Tweets

2022

Enhancement of beam strength by using bamboo as reinforcement in place of steel bars

2022

A Review on Anomaly Detection using PYOD Package

2022

Traffic Rule Violation Detection system

Share Article

X
LinkedIn
Facebook
WhatsApp

Or copy link

https://theijire.com/archives/music-genre-classification-using-machine-learning

*Instagram doesn't support direct link sharing from web. Copy the link and share it in your Instagram story or post.