SOTAVerified

Music Auto-Tagging

Papers

Showing 110 of 22 papers

TitleStatusHype
CultureMERT: Continual Pre-Training for Cross-Cultural Music Representation Learning0
Semantic-Aware Interpretable Multimodal Music Auto-TaggingCode0
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAPCode0
Masked Latent Prediction and Classification for Self-Supervised Audio Representation LearningCode1
Parameter-Efficient Transfer Learning for Music Foundation ModelsCode0
Music auto-tagging in the long tail: A few-shot approach0
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training0
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio0
Pre-training Music Classification Models via Music Source SeparationCode2
Audio Embeddings as Teachers for Music ClassificationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1M2D2 AS+PR-AUC41.6Unverified
2MATPAC (SSL, linear eval)PR-AUC41.1Unverified
3CLMRPR-AUC35.4Unverified
#ModelMetricClaimedVerifiedStatus
1Short-chunk CNN + ResPR-AUC46.14Unverified
2EAsT-KD + PaSSTPR-AUC46.1Unverified
3EAsT-Final + PaSSTPR-AUC45.9Unverified
#ModelMetricClaimedVerifiedStatus
1CLMR (ours)ROC-AUC85.7Unverified
2CLMRPR-AUC25Unverified
#ModelMetricClaimedVerifiedStatus
1Fellini0..5sec5Unverified