| Pre-training Music Classification Models via Music Source Separation | Oct 24, 2023 | ClassificationGenre classification | CodeCode Available | 2 | 5 |
| Moonbeam: A MIDI Foundation Model Using Both Absolute and Relative Music Attributes | May 21, 2025 | Music ClassificationMusic Generation | CodeCode Available | 2 | 5 |
| CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models | Oct 17, 2024 | Contrastive LearningDiversity | CodeCode Available | 2 | 5 |
| Audio Embeddings as Teachers for Music Classification | Jun 30, 2023 | ClassificationInformation Retrieval | CodeCode Available | 1 | 5 |
| Toward Universal Text-to-Music Retrieval | Nov 26, 2022 | Music ClassificationRetrieval | CodeCode Available | 1 | 5 |
| BERT-like Pre-training for Symbolic Piano Music Classification Tasks | Jul 12, 2021 | ClassificationEmotion Classification | CodeCode Available | 1 | 5 |
| S3T: Self-Supervised Pre-training with Swin Transformer for Music Classification | Feb 21, 2022 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming | Nov 2, 2022 | ClassificationGenre classification | CodeCode Available | 1 | 5 |
| Contrastive Learning of Musical Representations | Mar 17, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 | 5 |
| Music Classification: Beyond Supervised Learning, Towards Real-world Applications | Nov 23, 2021 | ClassificationInformation Retrieval | CodeCode Available | 1 | 5 |
| Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection Methods | Mar 24, 2023 | Information RetrievalMusic Classification | CodeCode Available | 1 | 5 |
| Convolutional Recurrent Neural Networks for Music Classification | Sep 14, 2016 | General ClassificationMusic Classification | CodeCode Available | 1 | 5 |
| Receptive-Field Regularized CNNs for Music Classification and Tagging | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Zero-shot Learning for Audio-based Music Classification and Tagging | Jul 5, 2019 | AttributeClassification | CodeCode Available | 0 | 5 |
| Transfer learning for music classification and regression tasks | Mar 27, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms | Mar 6, 2017 | Music Auto-TaggingMusic Classification | CodeCode Available | 0 | 5 |
| CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval | Apr 21, 2023 | Data AugmentationInformation Retrieval | CodeCode Available | 0 | 5 |
| SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms | Nov 17, 2022 | Acoustic Scene ClassificationAnomaly Detection | CodeCode Available | 0 | 5 |
| Exploring modality-agnostic representations for music classification | Jun 2, 2021 | ClassificationCross-Modal Retrieval | CodeCode Available | 0 | 5 |
| Explaining Deep Convolutional Neural Networks on Music Classification | Jul 8, 2016 | Chord RecognitionClassification | CodeCode Available | 0 | 5 |
| Multi-Level and Multi-Scale Feature Aggregation Using Sample-level Deep Convolutional Neural Networks for Music Classification | Jun 21, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Word-level Embeddings for Cross-Task Transfer Learning in Speech Processing | Oct 22, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Efficient multivariate sequence classification | Sep 29, 2014 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Deep Neural Network for Musical Instrument Recognition using MFCCs | May 3, 2021 | General ClassificationInstrument Recognition | —Unverified | 0 | 0 |
| Automatic Fado Music Classification | Jun 17, 2014 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
