Music Lyrics Generation NLP Tools

Tools and models for generating song lyrics and musical compositions using neural networks and language models. Includes lyric generation, music composition, and beat/melody creation. Does NOT include music analysis, lyrics analysis, music recommendation systems, or general audio processing without generative components.

There are 21 music lyrics generation tools tracked. The highest-rated is TobiasLee/Chinese-Hip-pop-Generation at 46/100 with 131 stars.

Get all 21 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=music-lyrics-generation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	TobiasLee/Chinese-Hip-pop-Generation Generate Chinese hip-pop lyrics using GAN	46	Emerging	131	Python
2	StefanHeng/Symbolic-Music-Generation Symbolic music generation taking inspiration from NLP and human composition process	37	Emerging	18	Python
3	Hongyu-Li/RapGenerator_GPT2 🎵Using GPT2-Chinese to generate rap lyrics🎵	35	Emerging	29	Jupyter Notebook
4	rojagtap/eminem_lyrics_generator Generating Song Lyrics Using Recurrent Neural Networks	35	Emerging	4	Jupyter Notebook
5	soumya997/Music-Generation-Using-Deep-Learning Music Generation Using Deep Learning🎶🎵	31	Emerging	22	Jupyter Notebook
6	nandakishormpai/manglish_lyrics_generator TinkerHub Build From Home \|\| ML track	27	Experimental	9	Python
7	dreoporto/xandly5 Xandly5 is a lyrics generator powered by Natural Language Processing using...	27	Experimental	1	Python
8	TuanaCelik/what-would-mother-say 💁‍♀️ A Tweet creation Agent that fetches usernames last k tweets and...	26	Experimental	6	Python
9	basil-b2s/Sithara-Music-Box A Bidirectional LSTM Model for lyrics generation	24	Experimental	5	Jupyter Notebook
10	josephpcowell/cowell_proj_5 Metis Project 5: NLP and Fine-tuning GPT-2	23	Experimental	3	Jupyter Notebook
11	LazerLambda/RapMachine GPT-2-based Rap-Tweet-Bot	22	Experimental	2	Jupyter Notebook
12	nbalepur/Rap-Lyric-Generator Generating Kanye West lyrics using a LSTM network in Pytorch, deployed to a website	22	Experimental	6	Jupyter Notebook
13	Jdka1/Drake-AI Researching AI imitations in songwriting for artist cloning safety 🎤	19	Experimental	3	Jupyter Notebook
14	BarnabasG/N-gram-music-generation An AI music generation program based on NLP N-gram techniques	19	Experimental	3	Python
15	EemilAhonen/generate-eurobeat-lyrics-word-based-rnn Natural language generator	18	Experimental	2	Jupyter Notebook
16	cognitivefactory/twitter-generation Generation of realistic tweets using LLMs	17	Experimental	1	Python
17	neil-ab/lyrics-generator-lstm A jupyter notebook to generate song lyrics using LSTM network.	17	Experimental	1	Jupyter Notebook
18	benisalla/MGTLR In this repository, I've crafted an advanced music generator using RNNs,...	11	Experimental	3	Python
19	mmoraschini/tweeterator TWEET genERATOR. Train a Neural Network to generate tweets.	11	Experimental	—	Python
20	fereol023/Lyrics-generator Algorithme de parcours de graphe pour générer du texte.	10	Experimental	2	HTML
21	badass-techie/Music-Generation Audio and Music Synthesis with Machine Learning	10	Experimental	2	Python