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Music Generation

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

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보존된 평가 기록

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코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/Alexuan/musical_instrument_embedding

공식 코드

Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument sounds

https://github.com/Benzoin96485/music102

공식 코드

Music102: An $D_{12}$-equivariant transformer for chord progression accompaniment

https://github.com/Cyan0731/MusiConGen

공식 코드

MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation

https://github.com/IsaacYQH/WildFX

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WildFX: A DAW-Powered Pipeline for In-the-Wild Audio FX Graph Modeling

https://github.com/Jovie-Liu/TTSM-Workshop-2024-Expressive-Piano-Performance-Generation-MIDI

공식 코드

Expressive MIDI-format Piano Performance Generation

https://github.com/LUMII-Syslab/shuffle-exchange

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Neural Shuffle-Exchange Networks -- Sequence Processing in O(n log n) Time

https://github.com/LiangHsia/MIDI-S2

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MIDI-Sandwich2: RNN-based Hierarchical Multi-modal Fusion Generation VAE networks for multi-track symbolic music generation

https://github.com/Natooz/MidiTok

공식 코드

Byte Pair Encoding for Symbolic Music

https://github.com/Natooz/music-modeling-time-duration

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Impact of time and note duration tokenizations on deep learning symbolic music modeling

https://github.com/POZAlabs/ComMU-code

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ComMU: Dataset for Combinatorial Music Generation

https://github.com/Pzoom522/MusiCoder

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A Lightweight Music Texture Transfer System

https://github.com/RS2002/PianoBart

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PianoBART: Symbolic Piano Music Generation and Understanding with Large-Scale Pre-Training

https://github.com/RetroCirce/Auto-mask-Music-Generative-Model-via-EC2-VAE-Disentanglement

공식 코드

Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions

https://github.com/RetroCirce/Music-SketchNet

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Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm

https://github.com/RichardYang40148/MidiNet

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MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation

https://github.com/SonyCSLParis/vqcpc-bach

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Vector Quantized Contrastive Predictive Coding for Template-based Music Generation

https://github.com/YatingMusic/MuseMorphose

공식 코드

MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE

https://github.com/YatingMusic/compound-word-transformer

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Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs

https://github.com/ZZWaang/PianoTree-VAE

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PIANOTREE VAE: Structured Representation Learning for Polyphonic Music

https://github.com/ZZWaang/polyphonic-chord-texture-disentanglement

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Learning Interpretable Representation for Controllable Polyphonic Music Generation

https://github.com/acappemin/video-to-audio-and-piano

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Towards Video to Piano Music Generation with Chain-of-Perform Support Benchmarks

https://github.com/aik2mlj/polyffusion

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Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls

https://github.com/aliutkus/spe

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Relative Positional Encoding for Transformers with Linear Complexity

https://github.com/amaai-lab/mustango

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Mustango: Toward Controllable Text-to-Music Generation

https://github.com/amaai-lab/t2m-inferalign

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Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment

https://github.com/amaai-lab/video2music

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Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model

https://github.com/aminkaramlou/qnlg

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Quantum Natural Language Generation on Near-Term Devices

https://github.com/andyweasley2004/generality-to-mastery

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From Generality to Mastery: Composer-Style Symbolic Music Generation via Large-Scale Pre-training

https://github.com/anusfoil/DExter

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DExter: Learning and Controlling Performance Expression with Diffusion Models

https://github.com/aquastar/fusion_gan

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Learning to Fuse Music Genres with Generative Adversarial Dual Learning

https://github.com/archinetai/audio-diffusion-pytorch

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Moûsai: Text-to-Music Generation with Long-Context Latent Diffusion

https://github.com/asdfang/constraint-transformer-bach

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Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation

https://github.com/ashispati/dmelodies_controllability

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Is Disentanglement enough? On Latent Representations for Controllable Music Generation

https://github.com/atharva20038/music4all

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Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models

https://github.com/badripatro/mamba360

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Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges

https://github.com/bbanar2/exploring_xai_in_genmus_via_lsr

공식 코드

Exploring XAI for the Arts: Explaining Latent Space in Generative Music

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