#LYRICS GENERATOR GENERATOR#
Ideally, all of this can be automatically generated to go with the AI lyrics, and I then will have a complete song from start to finish, so that is what I will be working on next.Soly - Song Lyrics Generator helps you to make lyrics files for songs on your phone. And adding vocals is even harder because, in addition to trying to make it sound like a singer instead of just a generic computer voice, the words have to be timed to go with the melody/music. I have already experimented with state-of-the-art audio programs such as Google’s Magenta, and while it does output nice music, it is nowhere near the level of what is needed to create a real song. My plan is to eventually add AI-generated music and AI-generated vocals to the lyrics. All of these tasks were accomplished with simple PHP programming such as using str_replace to get rid of various characters I didn’t want to show up: $title = str_replace("/", "", $title) Īnd this for deleting lines that are repeated too much: // find repeated lines for ($i = 0 $i 5) array_push($repeated_lines, $i) } } // remove repeated lines for ($i = 0 $i 3) Īnd referencing my server’s SSL certificate like: if _name_ = '_main_': n( app, host='0.0.0.0', port=int(os.environ.get('PORT', 6006)), ssl_version=ssl.PROTOCOL_SSLv23, ssl_cert_reqs=ssl.CERT_OPTIONAL, ssl_keyfile="./ssl/server.key", ssl_certfile="./ssl/server.crt" ) Sometimes it has phrases like or (instrumental break), which are no good, so I automatically delete those lines also. I also make all sorts of other small adjustments like filtering out r-rated content, deleting the last line of the raw lyrics because most of the time it is unfinished (cut off), and getting a whole new set of lyrics if the song becomes too short after all the deletions. After GPT-2 produces the raw content, I use the first 6 lines and call that the “Verse 1”, then the next 4 lines are the “Chorus,” then the next 6 lines as “Verse 2”, and then to make the chorus sound like a chorus, I repeat the first chorus again. But the result of that was still poetry, so I added a bunch of non-ML post-processing steps to make it look more like song lyrics. Once I had it working well to create poetry, I then fine-tuned it even more on 7,000 song lyrics from artists I consider poetic (such as Bob Dylan, U2, Taylor Swift, and several dozen more).
#LYRICS GENERATOR PLUS#
Plus I wanted my version to sound “smarter” than the other sites, so using poetry instead seemed like a better plan.
I was originally going to train it on a database of 400,000 song lyrics that I downloaded, but many of those had swears, sexual content, drug references, and other stuff not appropriate for kids, and I didn’t want my model to learn all that.
#LYRICS GENERATOR FREE#
To do this, I used GPT-2 Simple (it has a link where anyone can run it on a free GPU via Google Colab) with a database of 13,000 poems. I started by fine-tuning GPT-2, which is an open-source language model trained on over 8 million web pages to predict the next word in the text. Overall the project involved around 50 hours of programming, but the end result was worth it.
I fed it lots of songs to learn from, and eventually, it was able to output lines that sounded coherent. There is no good method to teach an AI the concept of a “song,” but it can be trained using NLP to imitate whatever text you show it. As a real human songwriter (I have written over 100 songs), I figured there must be a better way to do it, so I decided to build my own using the latest advances in machine learning. There are many lyrics generators online, and while they are fun to fool around with, the songs they create just don’t make much sense.
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