Cover Image

Towards Effective Negation Modeling in Joint Audio-Text Models for Music

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Vasilakis, Yannis, Bittner, Rachel, Pauwels, Johan
Format:	Preprint
Published:	2026
Subjects:	Sound Information Retrieval Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluation of pretrained language models on music understanding
by: Vasilakis, Yannis, et al.
Published: (2024)

I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition
by: Vasilakis, Yannis, et al.
Published: (2024)

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

Audio-to-Image Bird Species Retrieval without Audio-Image Pairs via Text Distillation
by: Moummad, Ilyass, et al.
Published: (2026)

Affective Music Recommendation: A Rollout-Based World Model for Offline Preference Optimization
by: Chan, Audrey, et al.
Published: (2026)

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

A Novel Audio Representation for Music Genre Identification in MIR
by: Kamuni, Navin, et al.
Published: (2024)

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

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

Universal Music Representations? Evaluating Foundation Models on World Music Corpora
by: Papaioannou, Charilaos, et al.
Published: (2025)

Dissecting Temporal Understanding in Text-to-Audio Retrieval
by: Oncescu, Andreea-Maria, et al.
Published: (2024)

Data-Driven Analysis of Text-Conditioned AI-Generated Music: A Case Study with Suno and Udio
by: Casini, Luca, et al.
Published: (2025)

MERGE -- A Bimodal Audio-Lyrics Dataset for Static Music Emotion Recognition
by: Louro, Pedro Lima, et al.
Published: (2024)

On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations
by: McCallum, Matthew C., et al.
Published: (2024)

Guitar Chord Diagram Suggestion for Western Popular Music
by: d'Hooge, Alexandre, et al.
Published: (2024)

ASK: Adaptive Self-improving Knowledge Framework for Audio Text Retrieval
by: Fu, Siyuan, et al.
Published: (2025)

Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search
by: McCallum, Matthew C., et al.
Published: (2024)

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

Latent Space Disentanglement via Activation Steering for Interpretable Attribute Control in Symbolic Music Generation
by: Prokopiou, Ioannis, et al.
Published: (2026)

Learning Music Audio Representations With Limited Data
by: Plachouras, Christos, et al.
Published: (2025)

Improving Musical Instrument Classification with Advanced Machine Learning Techniques
by: Chulev, Joanikij
Published: (2024)

EAViT: External Attention Vision Transformer for Audio Classification
by: Iqbal, Aquib, et al.
Published: (2024)

Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition
by: Watcharasupat, Karn N., et al.
Published: (2025)

Empirical Study of Pop and Jazz Mix Ratios for Genre-Adaptive Chord Generation
by: Lee, Jinju
Published: (2026)

Advanced Scientific Methodology Plays Rossini
by: Licciardi, Silvia, et al.
Published: (2026)

Learning Audio-Visual Embeddings with Inferred Latent Interaction Graphs
by: Zeng, Donghuo, et al.
Published: (2026)

Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries
by: Watcharasupat, Karn N., et al.
Published: (2025)

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

Learning Normal Patterns in Musical Loops
by: Dadman, Shayan, et al.
Published: (2025)

Analyzing and reducing the synthetic-to-real transfer gap in Music Information Retrieval: the task of automatic drum transcription
by: Zehren, Mickaël, et al.
Published: (2024)

Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness
by: Loweimi, Erfan, et al.
Published: (2025)

Beyond Musical Descriptors: Extracting Preference-Bearing Intent in Music Queries
by: Baranes, Marion, et al.
Published: (2026)

A Dataset and Baselines for Measuring and Predicting the Music Piece Memorability
by: Tseng, Li-Yang, et al.
Published: (2024)

Music Genre Classification: Ensemble Learning with Subcomponents-level Attention
by: Liu, Yichen, et al.
Published: (2024)

Towards Training Music Taggers on Synthetic Data
by: Kroher, Nadine, et al.
Published: (2024)

Enhancing Automatic Chord Recognition via Pseudo-Labeling and Knowledge Distillation
by: Phan, Nghia, et al.
Published: (2026)

DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval
by: Xin, Yifei, et al.
Published: (2024)

Negative Feedback for Music Personalization
by: Mei, M. Jeffrey, et al.
Published: (2024)

DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning
by: Madhusudhan, Sathwik Tejaswi, et al.
Published: (2024)

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