Music X Lab Repositories

• Music X Lab Website: http://www.musicxlab.com/
• Publication List: http://www.musicxlab.com/#/publications

Datasets & MIR

• POP909: a dataset for music arrangement generation, https://github.com/music-x-lab/POP909-Dataset
• Automatic Audio-to-symbolic Arrangement, https://github.com/ZZWaang/audio2midi
• A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis, https://github.com/kikyo-16/a-unified-model-for-zero-shot-musical-source-separation-transcription-and-synthesis
• Hierarchical Metrical Structure Analysis, https://github.com/music-x-lab/Hierarchical-Metrical-Structure
• Self-supervised Hierarchical Metrical Structure Analysis, https://github.com/music-x-lab/Self-Supervised-Metrical-Structure
• Large Vocabulary Chord Transcription via Structrual Decomposition: https://github.com/music-x-lab/ISMIR2019-Large-Vocabulary-Chord-Recognition

Music Representation Learning and Generation

• EC2VAE: Deep Music Analogy Via Latent Representation Disentanglement, https://github.com/buggyyang/Deep-Music-Analogy-Demos
• PianoTree VAE: Structured Representation Learning for Polyphonic Music, https://github.com/ZZWaang/PianoTree-VAE
• Learning interpretable representation for controllable polyphonic music generation, https://github.com/ZZWaang/polyphonic-chord-texture-disentanglement
• Transformer VAE: https://github.com/music-x-lab/TransformerVAE
• MuseBERT: Pre-training of Music Representation for Music Understanding and Controllable Generation, https://github.com/ZZWaang/musebert
• AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer, https://github.com/zhaojw1998/AccoMontage
• Hierarchical EC2VAE: Learning long-term music representations via hierarchical contextual constrains, https://github.com/SqWei17/hierarachical-ec2vae
• Discovering Music Relations with Sequential Attention, https://github.com/music-x-lab/SeqAttn
• BUTTER: A Representation Learning Framework for Bi-directional Music-Sentence Retrieval and Generation, https://github.com/ldzhangyx/BUTTER
• Controllable Music Inpainting With Mixed-level and Disentangled Representation, https://github.com/SqWei17/Mixed-Encoding-for-Music-Inpainting
• Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls, https://github.com/aik2mlj/polyffusion
• Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models, https://github.com/ZZWaang/whole-song-gen

Haptic Music Tutoring

• Human-Centered LLM-Agent User Interface: A Position Paper, https://github.com/Daniel-Chin/Flute-X-GPT
• A Computer-aided Multimodal Music Learning System with Curriculum: A Pilot Study, https://github.com/Daniel-Chin/A-V-H-General-Music-Tutoring-2022/
• Hyper-hybrid Flute: Simulating and Augmenting How Breath Affects Octave and Microtone, https://github.com/Daniel-Chin/HHF
• Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System, https://github.com/Daniel-Chin/Interactive-Rainbow-Score-NIME2020

Function Alignment & Emergent Language

• Learning Interpretable Low-dimensional Representation via Physical Symmetry, https://github.com/XuanjieLiu/Self-supervised-learning-via-Physical-Symmetry
• Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints, https://github.com/Irislucent/variance-versus-invariance