The dataset uses VGG-Sound which consists of 10s clips collected from YouTube for 309 sound classes. A subset of ‘temporally sparse’ classes is selected using the following procedure: 5–15 videos are randomly picked from each of the 309 VGGSound class
Second, we use this pipeline to curate the VGGSound dataset consisting of more than 210k videos for 310 audio classes. Third, we investigate various Convolutional Neural Network~(CNN) architectures and aggregation approaches to establish audio recognition baselines for our new dataset. Compared to ...
VGG组在ICASSP2020上发布了一个新的数据集VGGSound,很认同这种基于比较成熟的视觉领域的帮助来构建大型音频数据集,以进一步推动音频Tagging&Detection方向的研究。 数据集主页:robots.ox.ac.uk/~vgg/da,并公开了数据集的下载链接和预训练的Resnet18模型,数据集统计和分布信息如下: 跟Audioset一样,数据来源都是YouTube...
计算机视觉 机器学习论文 VGGSound: A Large-scale Audio-Visual Dataset 论文中提出了一个新的方法来收集一个audio dataset, 用于classification, 同时保证视频中audio-visual的correspondence. 论文地址:http://www.robots.ox.ac.uk/~vgg/publications/2020/Chen20/chen20.pdf...
BVGGish\✔️VGGSound (common)ASTest0.3260.9161.950 CVGGish\❌VGGSound (common)ASTest0.3010.9101.900 DResNet18AveragePool❌VGGSound (common)ASTest0.3280.9232.024 EResNet18NetVLAD❌VGGSound (common)ASTest0.3690.9272.058 FResNet18AveragePool❌VGGSoundASTest0.4040.9442.253 ...
Second, we use this pipeline to curate the VGGSound dataset consisting of more than 210k videos for 310 audio classes. Third, we investigate various Convolutional Neural Network~(CNN) architectures and aggregation approaches to establish audio recognition baselines for our new dataset. Compared to ...
贴吧用户_GCyZASb 无人机 3 求处理好的音频视频的vggsound,有的话联系我 贴吧用户_GCyZASb 无人机 3 111 登录百度账号 下次自动登录 忘记密码? 扫二维码下载贴吧客户端 下载贴吧APP看高清直播、视频! 贴吧页面意见反馈 违规贴吧举报反馈通道 贴吧违规信息处理公示1...