Hybrid-Net: Real-time audio source separation, generate lyrics, chords, beat

The SDR is 6.3

Well done! Worked very well for a song I tried. This is a useful tool for learning music production and theory. Downloading the generated midi file it only gave me the basic chords - that's useful but it would be awesome to get midi of all the instruments. I will definitely be exploring this further, good stuff!

It looks like the network structure of the model is provided, but the dataset is not.

Pretty cool! Tried it with RHCPs Dani California (https://lamucal.ai/songs/red-hot-chili-peppers/dani-californ...) and there's a lot of wrong chords still. Impressive nonetheless, and already quite useful in the song-part recognition (assuming it's all the ML)! Lyrics seem right too.

The source separation only seems to be available when downloading their app, which I didn't do, so I can't comment on that.

Well, from the PoV of someone who tries to learn how to play the guitar I must say that all this AI frenzy managed to produce some useful tools ;-)

I checked https://lamucal.ai/ with some example MP3:

- lyrics are OK (although I've seen tools that managed to do better),

- chords recognition wasn't bad,

- the UI is a bit rough around the edges (and I managed to get some Unity-related errors),

- pitch-aware speed adjustments is always a great tool when someone tries to learn how to play the song,

- transposing can be useful as well (although the web application does not support it).

I'm using (and paid for) some other similar application, although I primarily use that for tracks separation. Later I import tracks into Ardour and then record my own guitar lines. I use just a miniscule percentage features of the DAW, so if someone could provide an application with all that AI goodies coupled with recording ability that would be wonderful.

That said in personally I've found that one way or another I need to listen a lot to the song I'm trying to learn, make notes, break down the song structure (sections, strumming patterns, chords etc.). And a good video on YouTube that starts with a simple version of the song and then adds more and more feature are often the best help to start with, at least at my current level.