| LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters | May 21, 2021 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| MusCaps: Generating Captions for Music Audio | Apr 24, 2021 | Audio captioningClassification | CodeCode Available | 1 |
| Transformer-based approach towards music emotion recognition from lyrics | Jan 6, 2021 | Emotion RecognitionInformation Retrieval | CodeCode Available | 1 |
| Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning | Oct 22, 2020 | Audio FingerprintContrastive Learning | CodeCode Available | 1 |
| Towards Musically Meaningful Explanations Using Source Separation | Sep 4, 2020 | Explainable ModelsImage Segmentation | CodeCode Available | 1 |
| Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation | Aug 6, 2020 | Data AugmentationInformation Retrieval | CodeCode Available | 1 |
| audioLIME: Listenable Explanations Using Source Separation | Aug 2, 2020 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Ultra-light deep MIR by trimming lottery tickets | Jul 31, 2020 | Audio ClassificationCPU | CodeCode Available | 1 |
| Receptive-Field Regularized CNNs for Music Classification and Tagging | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Rethinking CNN Models for Audio Classification | Jul 22, 2020 | Audio ClassificationClassification | CodeCode Available | 1 |
| Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a Style | Mar 10, 2020 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Learning a Representation for Cover Song Identification Using Convolutional Neural Network | Nov 1, 2019 | Cover song identificationInformation Retrieval | CodeCode Available | 1 |
| Music Artist Classification with Convolutional Recurrent Neural Networks | Jan 14, 2019 | Artist classificationClassification | CodeCode Available | 1 |
| The Music Streaming Sessions Dataset | Dec 31, 2018 | counterfactualInformation Retrieval | CodeCode Available | 1 |
| Spectrogram-channels u-net: a source separation model viewing each channel as the spectrogram of each source | Oct 26, 2018 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| CREPE: A Convolutional Representation for Pitch Estimation | Feb 17, 2018 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Optical Music Recognition with Convolutional Sequence-to-Sequence Models | Jul 16, 2017 | Deep LearningInformation Retrieval | CodeCode Available | 1 |
| A Hierarchical Deep Learning Approach for Minority Instrument Detection | Jun 26, 2025 | Deep LearningDiversity | CodeCode Available | 0 |
| Universal Music Representations? Evaluating Foundation Models on World Music Corpora | Jun 20, 2025 | BenchmarkingFew-Shot Learning | CodeCode Available | 0 |
| Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription | Jun 17, 2025 | DecoderInformation Retrieval | —Unverified | 0 |
| CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following | Jun 14, 2025 | Beat TrackingGenre classification | —Unverified | 0 |
| Learning Normal Patterns in Musical Loops | May 22, 2025 | Anomaly DetectionInformation Retrieval | —Unverified | 0 |
| Layer-wise Investigation of Large-Scale Self-Supervised Music Representation Models | May 22, 2025 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio | May 19, 2025 | Audio GenerationInformation Retrieval | —Unverified | 0 |
| A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization | May 13, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 |
