Music Genre Classification Using Machine Learning

[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.