Freesound Dataset Kaggle 2018
收藏arXiv2018-10-07 更新2024-06-21 收录
下载链接：
https://www.kaggle.com/c/freesound-audio-tagging
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资源简介：
Freesound Dataset Kaggle 2018是由音乐技术集团创建的一个包含11,073个音频文件的数据集，用于音频标记任务。该数据集涵盖41个多样化的音频类别，如乐器、人类声音、动物声音等，来源于Freesound平台上的用户生成内容。数据集的创建过程包括手动和自动标签分配，以及通过Freesound Datasets平台进行验证。该数据集旨在支持广泛的音频事件识别研究，应用于多媒体内容自动描述和声学监测等领域。
The Freesound Dataset Kaggle 2018 is a dataset comprising 11,073 audio files, developed by the Music Technology Group for audio tagging tasks. It encompasses 41 diverse audio categories, including musical instruments, human vocalizations, animal sounds and more, and is derived from user-generated content hosted on the Freesound platform. The dataset's creation process involves both manual and automatic label assignment, alongside validation carried out through the Freesound Datasets platform. This resource is intended to support a wide range of audio event recognition research, with applications in domains such as automatic multimedia content description and acoustic monitoring.
提供机构：
音乐技术集团，庞培法布拉大学，巴塞罗那创建时间：
2018-07-26
