Music Genre Classification: Ensemble Learning with Subcomponents-level Attention
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Yichen, Dasgupta, Abhijit, He, Qiwei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning Normal Patterns in Musical Loops
by: Dadman, Shayan, et al.
Published: (2025)
by: Dadman, Shayan, et al.
Published: (2025)
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)
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)
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)
Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval
by: Doh, SeungHeon, et al.
Published: (2024)
by: Doh, SeungHeon, et al.
Published: (2024)
ASK: Adaptive Self-improving Knowledge Framework for Audio Text Retrieval
by: Fu, Siyuan, et al.
Published: (2025)
by: Fu, Siyuan, et al.
Published: (2025)
TalkPlay-Tools: Conversational Music Recommendation with LLM Tool Calling
by: Doh, Seungheon, et al.
Published: (2025)
by: Doh, Seungheon, et al.
Published: (2025)
Diff4Steer: Steerable Diffusion Prior for Generative Music Retrieval with Semantic Guidance
by: Bao, Xuchan, et al.
Published: (2024)
by: Bao, Xuchan, et al.
Published: (2024)
JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval
by: Wei, Haojie, et al.
Published: (2023)
by: Wei, Haojie, 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)
Streaming Piano Transcription Based on Consistent Onset and Offset Decoding with Sustain Pedal Detection
by: Wei, Weixing, et al.
Published: (2025)
by: Wei, Weixing, et al.
Published: (2025)
Improving Musical Instrument Classification with Advanced Machine Learning Techniques
by: Chulev, Joanikij
Published: (2024)
by: Chulev, Joanikij
Published: (2024)
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)
BERT-like Pre-training for Symbolic Piano Music Classification Tasks
by: Chou, Yi-Hui, et al.
Published: (2021)
by: Chou, Yi-Hui, et al.
Published: (2021)
EAViT: External Attention Vision Transformer for Audio Classification
by: Iqbal, Aquib, et al.
Published: (2024)
by: Iqbal, Aquib, et al.
Published: (2024)
SynthTab: Leveraging Synthesized Data for Guitar Tablature Transcription
by: Zang, Yongyi, et al.
Published: (2023)
by: Zang, Yongyi, et al.
Published: (2023)
Anchor-aware Deep Metric Learning for Audio-visual Retrieval
by: Zeng, Donghuo, et al.
Published: (2024)
by: Zeng, Donghuo, 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)
Combining Genre Classification and Harmonic-Percussive Features with Diffusion Models for Music-Video Generation
by: Pina, Leonardo, et al.
Published: (2024)
by: Pina, Leonardo, et al.
Published: (2024)
Universal Music Representations? Evaluating Foundation Models on World Music Corpora
by: Papaioannou, Charilaos, et al.
Published: (2025)
by: Papaioannou, Charilaos, et al.
Published: (2025)
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)
Leveraging LLM Embeddings for Cross Dataset Label Alignment and Zero Shot Music Emotion Prediction
by: Liu, Renhang, et al.
Published: (2024)
by: Liu, Renhang, et al.
Published: (2024)
Multimodal Dataset Normalization and Perceptual Validation for Music-Taste Correspondences
by: Spanio, Matteo, et al.
Published: (2026)
by: Spanio, Matteo, et al.
Published: (2026)
Transfer Learning with Semi-Supervised Dataset Annotation for Birdcall Classification
by: Miyaguchi, Anthony, et al.
Published: (2023)
by: Miyaguchi, Anthony, et al.
Published: (2023)
Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning
by: Zhang, Dengming, et al.
Published: (2024)
by: Zhang, Dengming, et al.
Published: (2024)
Music102: An $D_{12}$-equivariant transformer for chord progression accompaniment
by: Luo, Weiliang
Published: (2024)
by: Luo, Weiliang
Published: (2024)
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)
Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment
by: Li, Xiaoquan, et al.
Published: (2024)
by: Li, Xiaoquan, et al.
Published: (2024)
Improving BERT for Symbolic Music Understanding Using Token Denoising and Pianoroll Prediction
by: Wang, Jun-You, et al.
Published: (2025)
by: Wang, Jun-You, et al.
Published: (2025)
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)
MIDI-GPT: A Controllable Generative Model for Computer-Assisted Multitrack Music Composition
by: Pasquier, Philippe, et al.
Published: (2025)
by: Pasquier, Philippe, et al.
Published: (2025)
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)
MEGADance: Mixture-of-Experts Architecture for Genre-Aware 3D Dance Generation
by: Yang, Kaixing, et al.
Published: (2025)
by: Yang, Kaixing, et al.
Published: (2025)
Source Separation of Multi-source Raw Music using a Residual Quantized Variational Autoencoder
by: Berti, Leonardo
Published: (2024)
by: Berti, Leonardo
Published: (2024)
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)
Microphone Conversion: Mitigating Device Variability in Sound Event Classification
by: Ryu, Myeonghoon, et al.
Published: (2024)
by: Ryu, Myeonghoon, et al.
Published: (2024)
SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset
by: Gautam, Sushant, et al.
Published: (2024)
by: Gautam, Sushant, et al.
Published: (2024)
MusicAOG: an Energy-Based Model for Learning and Sampling a Hierarchical Representation of Symbolic Music
by: Qian, Yikai, et al.
Published: (2024)
by: Qian, Yikai, et al.
Published: (2024)
Hybrid Losses for Hierarchical Embedding Learning
by: Tian, Haokun, et al.
Published: (2025)
by: Tian, Haokun, et al.
Published: (2025)
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning
by: Zhang, Yixiao, et al.
Published: (2024)
by: Zhang, Yixiao, et al.
Published: (2024)
Similar Items
-
Learning Normal Patterns in Musical Loops
by: Dadman, Shayan, et al.
Published: (2025) -
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) -
A Dataset and Baselines for Measuring and Predicting the Music Piece Memorability
by: Tseng, Li-Yang, et al.
Published: (2024) -
MERGE -- A Bimodal Audio-Lyrics Dataset for Static Music Emotion Recognition
by: Louro, Pedro Lima, et al.
Published: (2024) -
Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval
by: Doh, SeungHeon, et al.
Published: (2024)