Papers Bird Audio Detection
“Bird Audio Detection” 태그가 달린 논문 6편 · 필터 해제
Identification and Uses of Deep Learning Backbones via Pattern Mining
Deep learning is extensively used in many areas of data mining as a black-box method with impressive results. However, understanding the core mechanism of how deep learning makes predictions is a relatively understudied …
Bird Audio DetectionDeep LearningLearnable Acoustic Frontends in Bird Activity Detection
Autonomous recording units and passive acoustic monitoring present minimally intrusive methods of collecting bioacoustics data. Combining this data with species agnostic bird activity detection systems enables the monito…
Action DetectionActivity DetectionBird Audio DetectionWeakly-Supervised Classification and Detection of Bird Sounds in the Wild.
It is easier to hear birds than see them, however, they still play an essential role in nature and they are excellent indicators of deteriorating environmental quality and pollution. Recent advances in Machine Learning a…
Audio ClassificationAudio TaggingBird Audio DetectionSound Event Detection+1Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System
Reliable identification of bird species in recorded audio files would be a transformative tool for researchers, conservation biologists, and birders. In recent years, artificial neural networks have greatly improved the …
BIG-bench Machine LearningBird Audio DetectionStacked Convolutional and Recurrent Neural Networks for Bird Audio Detection
This paper studies the detection of bird calls in audio segments using stacked convolutional and recurrent neural networks. Data augmentation by blocks mixing and domain adaptation using a novel method of test mixing are…
Bird Audio DetectionData AugmentationDomain AdaptationConvolutional Recurrent Neural Networks for Bird Audio Detection
Bird sounds possess distinctive spectral structure which may exhibit small shifts in spectrum depending on the bird species and environmental conditions. In this paper, we propose using convolutional recurrent neural net…
Bird Audio Detection