Survey on the Evaluation of Generative Models in Music
Fuente:
arXiv
Saved in:
| Main Authors: | Lerch, Alexander, Arthur, Claire, Bryan-Kinns, Nick, Ford, Corey, Sun, Qianyi, Vinay, Ashvala |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reducing Barriers to the Use of Marginalised Music Genres in AI
by: Bryan-Kinns, Nick, et al.
Published: (2024)
by: Bryan-Kinns, Nick, et al.
Published: (2024)
DeformTune: A Deformable XAI Music Prototype for Non-Musicians
by: Xu, Ziqing, et al.
Published: (2025)
by: Xu, Ziqing, et al.
Published: (2025)
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI
by: Bryan-Kinns, Nick, et al.
Published: (2023)
by: Bryan-Kinns, Nick, et al.
Published: (2023)
A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems
by: Watcharasupat, Karn N., et al.
Published: (2024)
by: Watcharasupat, Karn N., et al.
Published: (2024)
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)
by: Novack, Zachary, et al.
Published: (2024)
Explicit Context-Driven Neural Acoustic Modeling for High-Fidelity RIR Generation
by: Si, Chen, et al.
Published: (2025)
by: Si, Chen, et al.
Published: (2025)
A Survey of Music Generation in the Context of Interaction
by: Agchar, Ismael, et al.
Published: (2024)
by: Agchar, Ismael, et al.
Published: (2024)
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
by: Novack, Zachary, et al.
Published: (2026)
by: Novack, Zachary, et al.
Published: (2026)
Depth-Structured Music Recurrence: Budgeted Recurrent Attention for Full-Piece Symbolic Music Modeling
by: Yi, Yungang, et al.
Published: (2026)
by: Yi, Yungang, et al.
Published: (2026)
Towards Robust Transcription: Exploring Noise Injection Strategies for Training Data Augmentation
by: Kim, Yonghyun, et al.
Published: (2024)
by: Kim, Yonghyun, et al.
Published: (2024)
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)
by: Novack, Zachary, et al.
Published: (2024)
Parameter-Efficient Transfer Learning for Music Foundation Models
by: Ding, Yiwei, et al.
Published: (2024)
by: Ding, Yiwei, et al.
Published: (2024)
Presto! Distilling Steps and Layers for Accelerating Music Generation
by: Novack, Zachary, et al.
Published: (2024)
by: Novack, Zachary, et al.
Published: (2024)
Of All StrIPEs: Investigating Structure-informed Positional Encoding for Efficient Music Generation
by: Agarwal, Manvi, et al.
Published: (2025)
by: Agarwal, Manvi, et al.
Published: (2025)
ConceptCaps: a Distilled Concept Dataset for Interpretability in Music Models
by: Sienkiewicz, Bruno, et al.
Published: (2026)
by: Sienkiewicz, Bruno, et al.
Published: (2026)
Do Music Generation Models Encode Music Theory?
by: Wei, Megan, et al.
Published: (2024)
by: Wei, Megan, et al.
Published: (2024)
Fusing Memory and Attention: A study on LSTM, Transformer and Hybrid Architectures for Symbolic Music Generation
by: Ghoshal, Soudeep, et al.
Published: (2026)
by: Ghoshal, Soudeep, et al.
Published: (2026)
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling
by: Bradshaw, Louis, et al.
Published: (2025)
by: Bradshaw, Louis, et al.
Published: (2025)
DRAGON: Distributional Rewards Optimize Diffusion Generative Models
by: Bai, Yatong, et al.
Published: (2025)
by: Bai, Yatong, et al.
Published: (2025)
Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models
by: Mehta, Atharva, et al.
Published: (2025)
by: Mehta, Atharva, et al.
Published: (2025)
Foundation Models for Music: A Survey
by: Ma, Yinghao, et al.
Published: (2024)
by: Ma, Yinghao, et al.
Published: (2024)
Myna: Masking-Based Contrastive Learning of Musical Representations
by: Yonay, Ori, et al.
Published: (2025)
by: Yonay, Ori, et al.
Published: (2025)
Who Will Top the Charts? Multimodal Music Popularity Prediction via Adaptive Fusion of Modality Experts and Temporal Engagement Modeling
by: Choudhary, Yash, et al.
Published: (2025)
by: Choudhary, Yash, et al.
Published: (2025)
An Independence-promoting Loss for Music Generation with Language Models
by: Lemercier, Jean-Marie, et al.
Published: (2024)
by: Lemercier, Jean-Marie, et al.
Published: (2024)
Lyrics Matter: Exploiting the Power of Learnt Representations for Music Popularity Prediction
by: Choudhary, Yash, et al.
Published: (2025)
by: Choudhary, Yash, et al.
Published: (2025)
Audio-Based Pedestrian Detection in the Presence of Vehicular Noise
by: Kim, Yonghyun, et al.
Published: (2025)
by: Kim, Yonghyun, et al.
Published: (2025)
Simple and Controllable Music Generation
by: Copet, Jade, et al.
Published: (2023)
by: Copet, Jade, et al.
Published: (2023)
Machine Learning Techniques in Automatic Music Transcription: A Systematic Survey
by: Jamshidi, Fatemeh, et al.
Published: (2024)
by: Jamshidi, Fatemeh, et al.
Published: (2024)
Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music
by: Shikarpur, Nithya, et al.
Published: (2024)
by: Shikarpur, Nithya, et al.
Published: (2024)
MusicGen-Chord: Advancing Music Generation through Chord Progressions and Interactive Web-UI
by: Jung, Jongmin, et al.
Published: (2024)
by: Jung, Jongmin, et al.
Published: (2024)
Evaluating Fake Music Detection Performance Under Audio Augmentations
by: Sroka, Tomasz, et al.
Published: (2025)
by: Sroka, Tomasz, et al.
Published: (2025)
Unsupervised Evaluation of Deep Audio Embeddings for Music Structure Analysis
by: Marmoret, Axel
Published: (2026)
by: Marmoret, Axel
Published: (2026)
Model Merging Improves Zero-Shot Generalization in Bioacoustic Foundation Models
by: Marincione, Davide, et al.
Published: (2025)
by: Marincione, Davide, et al.
Published: (2025)
SAGE-Music: Low-Latency Symbolic Music Generation via Attribute-Specialized Key-Value Head Sharing
by: Tan, Jiaye, et al.
Published: (2025)
by: Tan, Jiaye, et al.
Published: (2025)
Steering Autoregressive Music Generation with Recursive Feature Machines
by: Zhao, Daniel, et al.
Published: (2025)
by: Zhao, Daniel, et al.
Published: (2025)
Generative AI for Music and Audio
by: Dong, Hao-Wen
Published: (2024)
by: Dong, Hao-Wen
Published: (2024)
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following
by: Ma, Yinghao, et al.
Published: (2025)
by: Ma, Yinghao, et al.
Published: (2025)
AsymTalker: Identity-Consistent Long-Term Talking Head Generation via Asymmetric Distillation
by: Lu, Yuxin, et al.
Published: (2026)
by: Lu, Yuxin, et al.
Published: (2026)
Latent Space Disentanglement via Activation Steering for Interpretable Attribute Control in Symbolic Music Generation
by: Prokopiou, Ioannis, et al.
Published: (2026)
by: Prokopiou, Ioannis, et al.
Published: (2026)
CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction
by: Ma, Yinghao, et al.
Published: (2026)
by: Ma, Yinghao, et al.
Published: (2026)
Similar Items
-
Reducing Barriers to the Use of Marginalised Music Genres in AI
by: Bryan-Kinns, Nick, et al.
Published: (2024) -
DeformTune: A Deformable XAI Music Prototype for Non-Musicians
by: Xu, Ziqing, et al.
Published: (2025) -
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI
by: Bryan-Kinns, Nick, et al.
Published: (2023) -
A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems
by: Watcharasupat, Karn N., et al.
Published: (2024) -
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)