music-ai
There are 15 repositories under music-ai topic.
tuneflow / tuneflow-py
🧠+🎧 Build your music algorithms and AI models with the next-gen DAW 🔥
Language:Python 971- awesome-large-audio-models
EmulationAI / awesome-large-audio-models
Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.
ilaria-manco / multimodal-ml-music
List of academic resources on Multimodal ML for Music
Language:TeX 277- Los-Angeles-Music-Composer
asigalov61 / Los-Angeles-Music-Composer
Local windowed attention multi-instrumental music transformer for supervised music generation
Language:Python 211 - Tegridy-MIDI-Dataset
Tegridy MIDI Dataset for precise and effective Music AI models creation.
Language:Jupyter Notebook 134 Official implementation of "Contrastive Audio-Language Learning for Music" (ISMIR 2022)
Language:Python 100- Perceiver-Music-Transformer
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
Language:Python 91 - Los-Angeles-MIDI-Dataset
SOTA kilo-scale MIDI dataset for MIR and Music AI purposes
Language:Python 49 - Optimus-VIRTUOSO
GPT3-based Multi-Instrumental MIDI Music AI Implementation
Language:Jupyter Notebook 45 - bachsformer
pier-maker92 / bachsformer
A Bach music generator with Artificial Intelligence. This model is made by a VQ-VAE + Transformer (decoder-only). Sequences of midi 1 quarter length are compressed into 16 codebooks via VQ-VAE and a transformer learns how to generate the codebooks sequence to obtain a midi score.
Language:Python 42 - Giant-Music-Transformer
[SOTA] [92% acc] 786M-8k-44L-32H multi-instrumental music transformer with true full MIDI instruments range, efficient encoding, octo-velocity and outro tokens
Language:Python 41 - Allegro-Music-Transformer
Full-attention multi-instrumental music transformer featuring asymmetrical encoding with octo-velocity, and chords counters tokens, optimized for speed and performance
Language:Python 37 - Euterpe-X
[DEPRECIATED] [PyTorch 2.0] [638M] [85.33% acc] Full-attention multi-instrumental music transformer for supervised music generation, optimized for speed, efficiency, and performance
Language:Python 32 Quint-e / equivariant-self-supervision-tempo
Official implementation of "Equivariant Self-Supervision for Musical Tempo Estimation (ISMIR 2022)"
Language:Python 23- GIGA-Piano-XL
SOTA Piano Transformer model trained on 4.2GB of Solo Piano MIDI music
Language:Python 19 - Euterpe
[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs
Language:Python 17 - Morpheus
[DEPRECIATED] Symbolic MIDI Music AI implementation
music-aimusic-ai-architecturesartificial-intelligenceinpaintingcontinuationaccompanimentmusicmusic-generationmusic-compositionmidimulti-instrumentaldrumsmusic-playermultiple-embeddingmusic-cliprelative-positional-representationrelative-global-attentionrpr-rgapytorch-implementationlanguage-music-pretrainingLanguage:Python 17 - Mini-Muse
[DEPRECEATED] A miniature replica of OpenAI's MuseNet
Language:Python 16 - Heptabit-Music-Transformer
[DEPRECIATED] Very fast, large music transformer with 8k sequence length, efficient heptabit MIDI notes encoding, true full MIDI instruments range, chords counters and outro tokens
Language:Python 15 - Yoda
[DEPRECEATED] Morpheus Music AI implementation spin-off :)
Language:Python 15 - Piano-Hands
Music AI implementation and model to split mixed Piano compositions into separate parts for each hand
Language:Python 13 - GIGA-Piano
[DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music
Language:Python 12 - Orchestrator
Local windowed attention multi-instrumental music transformer tailored for music orchestration/instrumentation and stable music generation
Language:Python 12 - Allegro-X-Music-Transformer
Very fast and efficient large multi-instrumental music transformer with 8k sequence length, dynamic MIDI notes encoding, full MIDI instruments range, chords counters and outro tokens
Language:Python 10 - Experimental-Music-Transformer
Experimental music transformer to explore new techniques and ideas
Language:Python 10 - Lars-Ulrich-Challenge
Tegridy-Code / Lars-Ulrich-Challenge
Algorithmic and AI MIDI Drums Generator Implementation
Language:Python 9 - Chords-Progressions-Transformer
Chords-conditioned music transformer for chords progressions generation
Language:Python 8 - DeBussy
Solo Piano Music AI Implementation
Language:Python 8 - DOREMI
MIDI-REMI-TXT-REMI-MIDI bi-directional MIDI processor for music generation/composition with NLP-based Music AI architectures.
Language:Jupyter Notebook 8 - Melody-Lyric
Melody Lyric Transformer Implementation and Model
Language:Python 8 - Lars-Ulrich-Transformer
[DEPRECIATED] [339M] [88% acc] Fast full-featured drums inpainting transformer with octo-velocity
Language:Python 7 - Music-Transformers-Library
A dedicated convenient repo for different Music Transformers implementations (Reformer/XTransformer/Sinkhorn/etc)
Language:Jupyter Notebook 7 - POP-Melody-Transformer
Fantastic and very fast performance POP music melody arrangement/extraction transformer
Language:Python 7 - Ultimate-Accompaniment-Transformer
Melody-conditioned music transformer for awesome accompaniment generation for any melody
Language:Python 7 aws-samples / inference-audiocraft-musicgen-on-amazon-sagemaker
Deploy Audiocraft Musicgen on Amazon SageMaker using SageMaker Endpoints for Async Inference.
Language:Jupyter Notebook 7- Ultimate-Drums-Transformer
SOTA pure drums transformer which is capable of drums track generation for any source composition
Language:Python 6