A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems
Fuente:
arXiv
Saved in:
| Main Authors: | Watcharasupat, Karn N., Lerch, Alexander |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries
by: Watcharasupat, Karn N., et al.
Published: (2025)
by: Watcharasupat, Karn N., et al.
Published: (2025)
Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition
by: Watcharasupat, Karn N., et al.
Published: (2025)
by: Watcharasupat, Karn N., et al.
Published: (2025)
Facing the Music: Tackling Singing Voice Separation in Cinematic Audio Source Separation
by: Watcharasupat, Karn N., et al.
Published: (2024)
by: Watcharasupat, Karn N., et al.
Published: (2024)
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)
Quantifying Spatial Audio Quality Impairment
by: Watcharasupat, Karn N., et al.
Published: (2023)
by: Watcharasupat, Karn N., et al.
Published: (2023)
Music auto-tagging in the long tail: A few-shot approach
by: Ma, T. Aleksandra, et al.
Published: (2024)
by: Ma, T. Aleksandra, et al.
Published: (2024)
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning
by: Madhusudhan, Sathwik Tejaswi, et al.
Published: (2024)
by: Madhusudhan, Sathwik Tejaswi, et al.
Published: (2024)
Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio Generation
by: Yoo, HaeJun, et al.
Published: (2024)
by: Yoo, HaeJun, et al.
Published: (2024)
Remastering Divide and Remaster: A Cinematic Audio Source Separation Dataset with Multilingual Support
by: Watcharasupat, Karn N., et al.
Published: (2024)
by: Watcharasupat, Karn N., et al.
Published: (2024)
A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation
by: Watcharasupat, Karn N., et al.
Published: (2023)
by: Watcharasupat, Karn N., et al.
Published: (2023)
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training
by: Joung, Haesun, et al.
Published: (2024)
by: Joung, Haesun, et al.
Published: (2024)
Music Foundation Model as Generic Booster for Music Downstream Tasks
by: Liao, WeiHsiang, et al.
Published: (2024)
by: Liao, WeiHsiang, et al.
Published: (2024)
Advancing the Foundation Model for Music Understanding
by: Jiang, Yi, et al.
Published: (2025)
by: Jiang, Yi, et al.
Published: (2025)
Universal Music Representations? Evaluating Foundation Models on World Music Corpora
by: Papaioannou, Charilaos, et al.
Published: (2025)
by: Papaioannou, Charilaos, et al.
Published: (2025)
Towards Training Music Taggers on Synthetic Data
by: Kroher, Nadine, et al.
Published: (2024)
by: Kroher, Nadine, et al.
Published: (2024)
An Ensemble Approach to Music Source Separation: A Comparative Analysis of Conventional and Hierarchical Stem Separation
by: Vardhan, Saarth, et al.
Published: (2024)
by: Vardhan, Saarth, et al.
Published: (2024)
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer
by: Mancusi, Michele, et al.
Published: (2024)
by: Mancusi, Michele, et al.
Published: (2024)
Analyzing Musical Characteristics of National Anthems in Relation to Global Indices
by: Hasan, S M Rakib, et al.
Published: (2024)
by: Hasan, S M Rakib, et al.
Published: (2024)
SoundSignature: What Type of Music Do You Like?
by: Carone, Brandon James, et al.
Published: (2024)
by: Carone, Brandon James, et al.
Published: (2024)
Music Era Recognition Using Supervised Contrastive Learning and Artist Information
by: He, Qiqi, et al.
Published: (2024)
by: He, Qiqi, et al.
Published: (2024)
Segment Length Matters: A Study of Segment Lengths on Audio Fingerprinting Performance
by: Gong, Ziling, et al.
Published: (2026)
by: Gong, Ziling, et al.
Published: (2026)
Evaluation of pretrained language models on music understanding
by: Vasilakis, Yannis, et al.
Published: (2024)
by: Vasilakis, Yannis, et al.
Published: (2024)
Contrastive and Transfer Learning for Effective Audio Fingerprinting through a Real-World Evaluation Protocol
by: Nikou, Christos, et al.
Published: (2025)
by: Nikou, Christos, et al.
Published: (2025)
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient Approach
by: Ramoneda, Pedro, et al.
Published: (2024)
by: Ramoneda, Pedro, et al.
Published: (2024)
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey
by: Le, Dinh-Viet-Toan, et al.
Published: (2024)
by: Le, Dinh-Viet-Toan, et al.
Published: (2024)
EMelodyGen: Emotion-Conditioned Melody Generation in ABC Notation with the Musical Feature Template
by: Zhou, Monan, et al.
Published: (2023)
by: Zhou, Monan, et al.
Published: (2023)
A Novel Audio Representation for Music Genre Identification in MIR
by: Kamuni, Navin, et al.
Published: (2024)
by: Kamuni, Navin, et al.
Published: (2024)
Improving Musical Instrument Classification with Advanced Machine Learning Techniques
by: Chulev, Joanikij
Published: (2024)
by: Chulev, Joanikij
Published: (2024)
Beyond Musical Descriptors: Extracting Preference-Bearing Intent in Music Queries
by: Baranes, Marion, et al.
Published: (2026)
by: Baranes, Marion, et al.
Published: (2026)
A Conditioned UNet for Music Source Separation
by: O'Hanlon, Ken, et al.
Published: (2025)
by: O'Hanlon, Ken, 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)
by: Zehren, Mickaël, et al.
Published: (2024)
Learning Normal Patterns in Musical Loops
by: Dadman, Shayan, et al.
Published: (2025)
by: Dadman, Shayan, et al.
Published: (2025)
TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation
by: Choi, Keunwoo, et al.
Published: (2025)
by: Choi, Keunwoo, et al.
Published: (2025)
A Dataset and Baselines for Measuring and Predicting the Music Piece Memorability
by: Tseng, Li-Yang, et al.
Published: (2024)
by: Tseng, Li-Yang, et al.
Published: (2024)
Music Genre Classification: Ensemble Learning with Subcomponents-level Attention
by: Liu, Yichen, et al.
Published: (2024)
by: Liu, Yichen, et al.
Published: (2024)
MERGE -- A Bimodal Audio-Lyrics Dataset for Static Music Emotion Recognition
by: Louro, Pedro Lima, et al.
Published: (2024)
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)
by: McCallum, Matthew C., 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)
Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation
by: Riou, Alain, et al.
Published: (2024)
by: Riou, Alain, et al.
Published: (2024)
Music Source Restoration
by: Zang, Yongyi, et al.
Published: (2025)
by: Zang, Yongyi, et al.
Published: (2025)
Similar Items
-
Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries
by: Watcharasupat, Karn N., et al.
Published: (2025) -
Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition
by: Watcharasupat, Karn N., et al.
Published: (2025) -
Facing the Music: Tackling Singing Voice Separation in Cinematic Audio Source Separation
by: Watcharasupat, Karn N., et al.
Published: (2024) -
Towards Robust Transcription: Exploring Noise Injection Strategies for Training Data Augmentation
by: Kim, Yonghyun, et al.
Published: (2024) -
Quantifying Spatial Audio Quality Impairment
by: Watcharasupat, Karn N., et al.
Published: (2023)