There are 14 repositories under music-ai topic.
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Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.
List of academic resources on Multimodal ML for Music
This is a list of datasets consisting of speech, music, and sound effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications. It is mainly used for speech recognition, speech synthesis, singing voice synthesis, music information retrieval, music generation, etc.
Local windowed attention multi-instrumental music transformer for supervised music generation
Tegridy MIDI Dataset for precise and effective Music AI models creation.
Official implementation of "Contrastive Audio-Language Learning for Music" (ISMIR 2022)
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
SOTA kilo-scale MIDI dataset for MIR and Music AI purposes
GPT3-based Multi-Instrumental MIDI Music AI Implementation
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.
[DEPRECIATED] [PyTorch 2.0] [638M] [85.33% acc] Full-attention multi-instrumental music transformer for supervised music generation, optimized for speed, efficiency, and performance
Full-attention multi-instrumental music transformer featuring asymmetrical encoding with octo-velocity, and chords counters tokens, optimized for speed and performance
[SOTA] [92% acc] 786M-8k-44L-32H multi-instrumental music transformer with true full MIDI instruments range, efficient encoding, octo-velocity and outro tokens
Official implementation of "Equivariant Self-Supervision for Musical Tempo Estimation (ISMIR 2022)"
SOTA Piano Transformer model trained on 4.2GB of Solo Piano MIDI music
[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs
[DEPRECIATED] Symbolic MIDI Music AI implementation
[DEPRECEATED] A miniature replica of OpenAI's MuseNet
[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
[DEPRECEATED] Morpheus Music AI implementation spin-off :)
[DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music
Music AI implementation and model to split mixed Piano compositions into separate parts for each hand
Local windowed attention multi-instrumental music transformer tailored for music orchestration/instrumentation and stable music generation
Experimental music transformer to explore new techniques and ideas
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
Algorithmic and AI MIDI Drums Generator Implementation
Solo Piano Music AI Implementation
MIDI-REMI-TXT-REMI-MIDI bi-directional MIDI processor for music generation/composition with NLP-based Music AI architectures.
Melody Lyric Transformer Implementation and Model
[DEPRECIATED] [339M] [88% acc] Fast full-featured drums inpainting transformer with octo-velocity
A dedicated convenient repo for different Music Transformers implementations (Reformer/XTransformer/Sinkhorn/etc)
A much-needed implementation of a bi-directional MIDI processor for symbolic music generation with NLP based Music AI architectures.
Proof-of-concept drums generating AI for solo piano compositions
Fantastic and very fast performance POP music melody arrangement/extraction transformer
SOTA pure drums transformer which is capable of drums track generation for any source composition