Song recordings and annotation files of 3 canaries used to evaluate training of TweetyNet models for birdsong segmentation and annotation
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https://datadryad.org/dataset/doi:10.5061/dryad.xgxd254f4
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资源简介:
Many analyses of birdsong require time-consuming manual annotation of the
individual elements of song, known as syllables or notes. We developed the
first automated algorithm for birdsong annotation, "TweetyNet",
that is applicable to complex song such as canary song. TweetyNet is
trained with a small amount of hand-labeled data using supervised learning
methods. We evaluate the amount of data required for training TweetyNet
models using vocalizations of two songbird species - Bengalese finches and
Canaries. This dataset contains song audio files and their accompanying
annotation files for the three canaries used in this analysis.
提供机构:
Dryad
创建时间:
2022-02-03



