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Semi-Supervised Active Learning for Sound Classification in Hybrid Learning Environments

Coping with scarcity of labeled data is a common problem in sound classification tasks. Approaches for classifying sounds are commonly based on supervised learning algorithms, which require labeled data which is often scarce and leads to models that do not generalize well. In this paper, we make an...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:PLoS One
मुख्य लेखकों: Han, Wenjing, Coutinho, Eduardo, Ruan, Huabin, Li, Haifeng, Schuller, Björn, Yu, Xiaojie, Zhu, Xuan
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Public Library of Science 2016
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC5023122/
https://ncbi.nlm.nih.gov/pubmed/27627768
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0162075
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