Web: http://arxiv.org/abs/2206.08007

June 17, 2022, 1:10 a.m. | Josep Zaragoza-Paredes, Javier Naranjo-Alcazar, Valery Naranjo, Pedro Zuccarello

cs.LG updates on arXiv.org arxiv.org

Acoustic scene classification is an automatic listening problem that aims to
assign an audio recording to a pre-defined scene based on its audio data. Over
the years (and in past editions of the DCASE) this problem has often been
solved with techniques known as ensembles (use of several machine learning
models to combine their predictions in the inference phase). While these
solutions can show performance in terms of accuracy, they can be very expensive
in terms of computational capacity, making …

2022 analysis arxiv classification cnns complexity

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