منابع مشابه
----A Versatile Polyphonic Music Dataset
This is a polyphonic music dataset which can be used for versatile research problems, such as Multi-pitch Estimation and Tracking, Audio-score Alignment, Source Separation, etc. This dataset consists of the audio recordings of each part and the ensemble of ten pieces of four-part J.S. Bach chorales, as well as their MIDI scores, the ground-truth alignment between the audio and the score, the gr...
متن کاملThe Music Listening Histories Dataset
We introduce the Music Listening Histories Dataset (MLHD), a large-scale collection of music listening events assembled from more than 27 billion time-stamped logs extracted from Last.fm. The logs are organized in the form of listening histories per user, and have been conveniently preprocessed and cleaned. Attractive features of the MLHD are the self-declared metadata provided by users at the ...
متن کاملFMA: A Dataset for Music Analysis
We introduce the Free Music Archive (FMA), an open and easily accessible dataset which can be used to evaluate several tasks in music information retrieval (MIR), a field concerned with browsing, searching, and organizing large music collections. The community’s growing interest in feature and end-to-end learning is however restrained by the limited availability of large audio datasets. By rele...
متن کاملMusic Mood Dataset Creation Based on Last.fm Tags
Music emotion recognition today is based on techniques that require high quality and large emotionally labeled sets of songs to train algorithms. Manual and professional annotations of songs are costly and hardly accomplished. There is a high need for datasets that are public, highly polarized, large in size and following popular emotion representation models. In this paper we present the steps...
متن کاملThe Kusc Classical Music Dataset for Audio Key Finding
In this paper, we present a benchmark dataset based on the KUSC classical music collection and provide baseline key-finding comparison results. Audio key finding is a basic music information retrieval task; it forms an essential component of systems for music segmentation, similarity assessment, and mood detection. Due to copyright restrictions and a labor-intensive annotation process, audio ke...
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ژورنال
عنوان ژورنال: Data in Brief
سال: 2020
ISSN: 2352-3409
DOI: 10.1016/j.dib.2019.104840