面向鸟鸣声识别任务的深度学习技术

谢卓钒, 李鼎昭, 孙海信, 张安民

Deep learning techniques for bird chirp recognition task

Zhuofan Xie, Dingzhao Li, Haixin Sun, Anmin Zhang

表1 本研究所采用的模型训数据集说明

Table 1 Dataset description of model training dataset used in this study

鸟类中文名称 Chinese name 鸟类英文学名 Latin name 库内标签 Registered label 样本时长 Sample length (s) 数据来源 Data source 美洲麻鳽 Botaurus lentiginosus amebit 23,960.7 https://xeno-canto.org/species/Botaurus-lentiginosus 白头海雕 Haliaeetus leucocephalus baleag 22,744.8 https://xeno-canto.org/species/Haliaeetus-leucocephalus 布氏雀鹀 Spizella breweri brespa 23,880.6 https://xeno-canto.org/species/Spizella-breweri 普通拟八哥 Quiscalus quiscula comgra 23,517.5 https://xeno-canto.org/species/Quiscalus-quiscula 角鸬鹚 Phalacrocorax auritus doccor 22,183.7 https://xeno-canto.org/species/Phalacrocorax-auritus 灰斑鸠 Streptopelia decaocto eucdov 22,837.2 https://xeno-canto.org/species/Streptopelia-decaocto 长嘴啄木鸟 Leuconotopicus villosus haiwoo 23,009.2 https://xeno-canto.org/species/Leuconotopicus-villosus 暗背金翅雀 Spinus psaltria lesgol 22,521.4 https://xeno-canto.org/species/Spinus-psaltria 环颈潜鸭 Aythya collaris rinduc 21,653.2 https://xeno-canto.org/species/Aythya-collaris 白喉雨燕 Aeronautes saxatalis whtswi 22,491.7 https://xeno-canto.org/species/Aeronautes-saxatalis