Multi-label Bird Species Classification - NIPS 2013

来自生物声学的神经信息处理量表（NIPS4B）鸟类歌曲竞赛要求参与者识别来自法国普罗旺斯不同地方的1000幅连续野生录音中的87种声音类鸟类及其生态系统。数据是由BIOTOPE协会提供的，该协会拥有欧洲鸟类最多的野生记录。

The NIPS4B (Neural Information Processing Scales for Bioacoustics) Bird Song Challenge tasked participants with identifying 87 species of vocal birds and their corresponding ecosystems from 1,000 consecutive wild audio recordings collected from diverse locations in Provence, France. The dataset was provided by the BIOTOPE Association, which maintains one of the largest collections of wild bird recordings across Europe.

搜集汇总

背景与挑战

背景概述

该数据集源自NIPS4B鸟类歌曲竞赛，旨在通过1000个连续野生录音识别87种鸟类及其生态系统中的声音类别，包含训练集和测试集。数据由BIOTOPE协会提供，录音采样频率为44.1 kHz，并涉及多标签分类任务。