Cover Image

Latent Space Disentanglement via Activation Steering for Interpretable Attribute Control in Symbolic Music Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Prokopiou, Ioannis, Vikatos, Pantelis, Kaliakatsos-Papakostas, Maximos, Giannakopoulos, Theodoros, Stafylakis, Themos
Format:	Preprint
Published:	2026
Subjects:	Sound Artificial Intelligence Information Retrieval Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LabelBuddy: An Open Source Music and Audio Language Annotation Tagging Tool Using AI Assistance
by: Prokopiou, Ioannis, et al.
Published: (2026)

Seconds-Aligned PCA-DAC Latent Diffusion for Symbolic-to-Audio Drum Rendering
by: Soiledis, Konstantinos, et al.
Published: (2026)

A Cold Diffusion Approach for Percussive Dereverberation
by: Makris, Dimos, et al.
Published: (2026)

Incorporating Structure and Chord Constraints in Symbolic Transformer-based Melodic Harmonization
by: Kaliakatsos-Papakostas, Maximos, et al.
Published: (2025)

Linear Complexity Self-Supervised Learning for Music Understanding with Random Quantizer
by: Vavaroutsos, Petros, et al.
Published: (2026)

Drum Synthesis from Expressive Drum Grids via Neural Audio Codecs
by: Soiledis, Konstantinos, et al.
Published: (2026)

Pay (Cross) Attention to the Melody: Curriculum Masking for Single-Encoder Melodic Harmonization
by: Kaliakatsos-Papakostas, Maximos, et al.
Published: (2026)

Contrastive and Transfer Learning for Effective Audio Fingerprinting through a Real-World Evaluation Protocol
by: Nikou, Christos, et al.
Published: (2025)

A Machine Learning Approach for MIDI to Guitar Tablature Conversion
by: Kaliakatsos-Papakostas, Maximos, et al.
Published: (2025)

Activation Patching for Interpretable Steering in Music Generation
by: Facchiano, Simone, et al.
Published: (2025)

Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio Generation
by: Yoo, HaeJun, et al.
Published: (2024)

Diff4Steer: Steerable Diffusion Prior for Generative Music Retrieval with Semantic Guidance
by: Bao, Xuchan, et al.
Published: (2024)

Evaluating Interval-based Tokenization for Pitch Representation in Symbolic Music Analysis
by: Le, Dinh-Viet-Toan, et al.
Published: (2025)

Synthetic Speech Source Tracing using Metric Learning
by: Koutsianos, Dimitrios, et al.
Published: (2025)

From Generation to Attribution: Music AI Agent Architectures for the Post-Streaming Era
by: Kim, Wonil, et al.
Published: (2025)

DiaPer: End-to-End Neural Diarization with Perceiver-Based Attractors
by: Landini, Federico, et al.
Published: (2023)

Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey
by: Le, Dinh-Viet-Toan, et al.
Published: (2024)

Acoustic Overspecification in Electronic Dance Music Taxonomy
by: Xu, Weilun, et al.
Published: (2025)

Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase Segmentation
by: Le, Dinh-Viet-Toan, et al.
Published: (2024)

Understanding Human Perception of Music Plagiarism Through a Computational Approach
by: Hwang, Daeun, et al.
Published: (2026)

CCMusic: An Open and Diverse Database for Chinese Music Information Retrieval Research
by: Zhou, Monan, et al.
Published: (2025)

Music4All A+A: A Multimodal Dataset for Music Information Retrieval Tasks
by: Geiger, Jonas, et al.
Published: (2025)

Advancing Multi-Instrument Music Transcription: Results from the 2025 AMT Challenge
by: Chaturvedi, Ojas, et al.
Published: (2026)

Genre Controlled Music Generation via Activation Steering
by: Narashiman, Swathi, et al.
Published: (2025)

A Music Information Retrieval Approach to Classify Sub-Genres in Role Playing Games
by: Hwang, Daeun, et al.
Published: (2026)

Cosmodoit: A Python Package for Adaptive, Efficient Pipelining of Feature Extraction from Performed Music
by: Guichaoua, Corentin, et al.
Published: (2026)

Reddit2Deezer: A Scalable Dataset for Real-World Grounded Conversational Music Recommendation
by: Kim, Haven, et al.
Published: (2026)

Music Information Retrieval on Representative Mexican Folk Vocal Melodies Through MIDI Feature Extraction
by: Reyes, Mario Alberto Vallejo
Published: (2025)

Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer
by: Mancusi, Michele, et al.
Published: (2024)

Bridging the Gap Between Semantic and User Preference Spaces for Multi-modal Music Representation Learning
by: Pan, Xiaofeng, et al.
Published: (2025)

PianoBind: A Multimodal Joint Embedding Model for Pop-piano Music
by: Bang, Hayeon, et al.
Published: (2025)

Music Foundation Model as Generic Booster for Music Downstream Tasks
by: Liao, WeiHsiang, et al.
Published: (2024)

FusID: Modality-Fused Semantic IDs for Generative Music Recommendation
by: Kim, Haven, et al.
Published: (2026)

Jamendo-MT-QA: A Benchmark for Multi-Track Comparative Music Question Answering
by: Koh, Junyoung, et al.
Published: (2026)

Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient Approach
by: Ramoneda, Pedro, et al.
Published: (2024)

Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models
by: Doh, SeungHeon, et al.
Published: (2024)

Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training
by: Joung, Haesun, et al.
Published: (2024)

Scalable Music Cover Retrieval Using Lyrics-Aligned Audio Embeddings
by: Affolter, Joanne, et al.
Published: (2026)

Towards Effective Negation Modeling in Joint Audio-Text Models for Music
by: Vasilakis, Yannis, et al.
Published: (2026)

Composer Vector: Style-steering Symbolic Music Generation in a Latent Space
by: Jiang, Xunyi, et al.
Published: (2026)