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Audio-based video genre identification:

Rouvier, Mickael ; Oger, Stanislas ; Linarès, Georges...
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP).  23 (2015)  6 - p. 1031-1041 , 2015
Link: https://dl.acm.org/doi/10.1109/TASLP.2014.2387411