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Wade Lawrence

2 accepted papers

2017

Audio Set: An ontology and human-labeled dataset for audio events

ICASSP 2017accepted

Audio event recognition, the human-like ability to identify and relate sounds from audio, is a nascent problem in machine perception. Comparable problems such as object detection in images have reaped enormous benefits from comprehensive datasets - principally ImageNet. This paper describes the crea…

Cited by 0SourceScholar
2017

Large-scale audio event discovery in one million YouTube videos

ICASSP 2017accepted

Internet videos provide a virtually boundless source of audio with a conspicuous lack of localized annotations, presenting an ideal setting for unsupervised methods. With this motivation, we perform an unprecedented exploration into the large-scale discovery of recurring audio events in a diverse co…

Cited by 0SourceScholar