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ytmdl
A simple app to get songs from YouTube in mp3 format with artist name, album name etc from sources like iTunes, Spotify, LastFM, Deezer, Gaana etc.
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you can download youtube songs in mp3 not only with thumbnail but also metadata with ytmdl (artist name, album, etc) (web app) (command line)
and if you just want the thumbnail you can use yt-dlp (you can use it with command line or get a gui from here) and use the --embed-thumbnail option (if you use a gui you can manually add the option in the settings)
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Related posts
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ytmdl - Download songs from YouTube with metadata. v0.3.4 released with youtube as fallback for meta, output directory customizations and other fixes.
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How to use YT-DL to download whole playlists?
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Fork ytmdl for Metadata retriever. ytmdl searches song and downloads from YouTube and gets metadata from iTunes, Spotify, LastFM, Deezer, Gaana etc.
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Yt-dlp - A few questions about Sound quality,Thumbnails and Output Templates (Music Playlist)
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Program to view metadata from Spotify, iTunes?