This should help substantially: https://picard.musicbrainz.org/. - Source: Hacker News / 20 days ago

No need to use the server, Navidrome allows any client to connect remotely (WAN included) and play music that is hosted on the server. It also can be set up to transcode on the fly uncompressed music when it is accessed from a metered connection to minimize bandwidth usage. I barely scratched its surface, but it looks promising. The only requirement is that it needs the correct metadata to identify songs and... - Source: Hacker News / about 1 month ago

I highly recommend Musicbrainz Picard: https://picard.musicbrainz.org/ It will match against the Musicbrainz database and will acoustically ID your files, so the tags can be completely wrong. Just dump folders of albums into the client, it will group and sort things and ID them. It works great. - Source: Hacker News / about 1 month ago

Have you tried https://www.funkwhale.audio/? It can be used effectively as a "private spotify". Labeling is a solved problem thanks to https://picard.musicbrainz.org/, and the fact that a lot of the music you buy these days comes pre-labeled already. You then have a web-app (and/or a mobile app, if that's your thing) where you can stream music as you would with Spotify. You can even build yourself a little... - Source: Hacker News / 3 months ago

I use picard for my collection. My work flow is Picard > Lyrics Finder > Foobar for BPM, RealGain and DR > Custom python script to pull genre and mood from Last.FM and spotify> then Advanced Renamer to perform naming clean up of folder names. I lowercase and underscore spaces. Also does files if I happen to need Mp3Tag when Picard doesn't find anything. Once this is done I move files on to may NAS. Source: 7 months ago

In this example, we will use the reduced MovieLens dataset streamed via Redpanda. Each JSON message will be structured like the one below:. - Source: dev.to / 12 months ago

Their rating & recommendation system is another top feature, in my opinion. The five-star rating system is superb. I think it was a major misstep when the streaming service switched over to the "thumbs up/down" system instead. Fortunately, the disc service retained the five-star system. I found the movie recommendation algorithm to be tremendously valuable. I don't think it would be too hard to build or even find... Source: about 1 year ago

Https://movielens.org/ has an interesting concept and it has given me some recommendations that a traditional ratings site never would. Source: about 1 year ago

Have you heard of movielens? They're doing something similar. Source: about 1 year ago

Checkout movielens if you miss the old Netflix rating system. It uses the same 5 star system and algorithm. https://movielens.org/. Source: about 1 year ago