Music Generation Transformers Transformer Models

Tools for generating musical audio, MIDI, or symbolic music using transformer models and LLMs from text prompts or conditional inputs. Does NOT include lyrics-only generation, music translation, or rhythm game mapping without audio synthesis.

There are 31 music generation transformers models tracked. The highest-rated is multimodal-art-projection/YuE at 49/100 with 6,083 stars.

Get all 31 projects as JSON

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

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#	Model	Score	Tier	Stars	Language
1	multimodal-art-projection/YuE YuE: Open Full-song Music Generation Foundation Model, something similar to...	49	Emerging	6,083	Python
2	hugofloresgarcia/vampnet music generation with masked transformers!	45	Emerging	351	Max
3	asigalov61/SuperPiano Absolutely amazing SOTA Google Colab (Jupyter) Notebooks for...	42	Emerging	88	Jupyter Notebook
4	sedthh/BeatLearning Open Source Generative AI Models for Automatic Rhythm Game Beatmap...	42	Emerging	61	Python
5	AlekseyKorshuk/huggingartists Lyrics generation with GPT2-based Transformer	39	Emerging	108	Jupyter Notebook
6	slSeanWU/Compose_and_Embellish Official PyTorch implementation of ICASSP 2023 paper "Compose & Embellish:...	39	Emerging	33	Python
7	pier-maker92/bachsformer A Bach music generator with Artificial Intelligence. This model is made by a...	37	Emerging	44	Python
8	markusaksli/ai-music A vanilla Trasformer Decoder music generation model trained on Final Fantasy...	36	Emerging	14	Python
9	steinbergmedia/libmusictok C++ Library for tokenizing MIDI files, designed to be compatible with the...	34	Emerging	46	C++
10	asigalov61/Google-Magenta-Piano-Transformer-Colab [DEAD/NOT SUPPORTED ANYMORE] This is the only fully working and functioning...	32	Emerging	25	Jupyter Notebook
11	s-omranpour/MIDI-Transformer Another implementation of the paper "Compound Word Transformer: Learning to...	30	Emerging	13	Python
12	s-omranpour/Music-Generation A toolkit for symbolic music generation in PyTorch (using transformers and rnn)	27	Experimental	16	Python
13	miroslav1123/ByeTunes 🎵 Inject music and ringtones directly into your iOS device, bypassing iTunes...	26	Experimental	1	Swift
14	SupratikB23/HarmonyRL Deep Learning framework for generating symbolic music (MIDI) using...	24	Experimental	3	Python
15	amanongithub7/classical-music-generation Comparing LSTM and Transformer-based deep learning approaches for classical...	24	Experimental	2	Jupyter Notebook
16	asigalov61/Incredible-MahlerNet Absolutely fantastic and fully working SOTA Transformer-XL Music AI...	23	Experimental	2	Jupyter Notebook
17	jawline/Synthic Automatically generate gameboy music using machine learning	22	Experimental	19	Rust
18	wobblybits/surprisal A playful experiment turning LLM surprisal values into musical melodies (and...	22	Experimental	10	JavaScript
19	DjentleViBe/SCORE Supervised Composition and Riff Engine	21	Experimental	—	TeX
20	asigalov61/MIDI-TXT-MIDI A much-needed implementation of a bi-directional MIDI processor for symbolic...	20	Experimental	8	Jupyter Notebook
21	MauroLuzzatto/lyrics-translator 🎵 LyricsTranslator is a Python library for automated lyrics translation	20	Experimental	3	Python
22	Sarvesh-Yadav-5201/Lyrics-Generation---NLP-Project This is a project to demonstrate the capabilities of Transformer Models to...	20	Experimental	2	Jupyter Notebook
23	karynaur/lyrics-game Distinguish Real song lyrics from fake ones generated by a GPT-2 fine tuned...	19	Experimental	3	Jupyter Notebook
24	CodeName-Detective/Prompt-to-Song-Generation-using-Large-Language-Models This project uses LLMs to generate music from text by understanding prompts,...	19	Experimental	20	Jupyter Notebook
25	NikhilKartha5/Music-generation-with-LLM Built an end-to-end ML pipeline to generate songs from text prompts using...	18	Experimental	1	Jupyter Notebook
26	VladPetk/Piano-music-transformer-MIDI- A transformer model for generating solo piano compositions. Generetes...	12	Experimental	6	Jupyter Notebook
27	Ruce/pianola Interactive AI music generation with Transformers	12	Experimental	5	JavaScript
28	RohitMurali18/Music-Generation-Emotion-Adaptive This project implements an Emotion-Aware Music Generator (EAMG) that turns...	11	Experimental	1	Jupyter Notebook
29	AnantShankhdhar/AI-Rap-Lyric-Generator Generating Rap Lyrics from Artist Name and Song Title using GPT2	11	Experimental	4	Python
30	energydrink9/gigmate Real time music generation using transformers	10	Experimental	2	Python
31	GecataGoranov/Piano_Generation_with_GUI Piano music generation using deep learning methods with a GUI	10	Experimental	1	Jupyter Notebook