| Music2Latent: Consistency Autoencoders for Latent Audio Compression | Aug 12, 2024 | Audio CompressionInformation Retrieval | CodeCode Available | 3 |
| MidiCaps: A large-scale MIDI dataset with text captions | Jun 4, 2024 | Information RetrievalMusic Information Retrieval | CodeCode Available | 2 |
| A Foundation Model for Music Informatics | Nov 6, 2023 | Information Retrievalmodel | CodeCode Available | 2 |
| All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio | Jul 31, 2023 | AllDownbeat Tracking | CodeCode Available | 2 |
| GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music | Oct 11, 2020 | Information RetrievalMusic Information Retrieval | CodeCode Available | 2 |
| Melody transcription via generative pre-training | Dec 4, 2022 | Chord RecognitionInformation Retrieval | CodeCode Available | 2 |
| The GigaMIDI Dataset with Features for Expressive Music Performance Detection | Feb 24, 2025 | Information RetrievalMusic Information Retrieval | CodeCode Available | 2 |
| CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models | Oct 17, 2024 | Contrastive LearningDiversity | CodeCode Available | 2 |
| Mustango: Toward Controllable Text-to-Music Generation | Nov 14, 2023 | Data AugmentationDenoising | CodeCode Available | 2 |
| Omnizart: A General Toolbox for Automatic Music Transcription | Jun 1, 2021 | Chord RecognitionDownbeat Tracking | CodeCode Available | 2 |
| Semi-Supervised Contrastive Learning of Musical Representations | Jul 18, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 |
| Open-Amp: Synthetic Data Framework for Audio Effect Foundation Models | Nov 22, 2024 | Data AugmentationInformation Retrieval | 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 |
| Rethinking CNN Models for Audio Classification | Jul 22, 2020 | Audio ClassificationClassification | CodeCode Available | 1 |
| Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey | Feb 27, 2024 | Information RetrievalMusic Generation | CodeCode Available | 1 |
| Optical Music Recognition with Convolutional Sequence-to-Sequence Models | Jul 16, 2017 | Deep LearningInformation Retrieval | CodeCode Available | 1 |
| Sequence-to-Sequence Piano Transcription with Transformers | Jul 19, 2021 | DecoderInformation Retrieval | CodeCode Available | 1 |
| MusCaps: Generating Captions for Music Audio | Apr 24, 2021 | Audio captioningClassification | CodeCode Available | 1 |
| MIRFLEX: Music Information Retrieval Feature Library for Extraction | Nov 1, 2024 | BenchmarkingInformation Retrieval | CodeCode Available | 1 |
| LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters | May 21, 2021 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| MM-ALT: A Multimodal Automatic Lyric Transcription System | Jul 13, 2022 | Action DetectionActivity Detection | CodeCode Available | 1 |
| MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music | Feb 15, 2024 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Music Classification: Beyond Supervised Learning, Towards Real-world Applications | Nov 23, 2021 | ClassificationInformation Retrieval | CodeCode Available | 1 |
| MARBLE: Music Audio Representation Benchmark for Universal Evaluation | Jun 18, 2023 | Image GenerationInformation 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 |
| mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks | Dec 10, 2023 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning | Dec 26, 2024 | Emotion RecognitionInformation Retrieval | CodeCode Available | 1 |
| PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text | Nov 4, 2024 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Learning music audio representations via weak language supervision | Dec 8, 2021 | Audio ClassificationInformation Retrieval | CodeCode Available | 1 |
| Receptive-Field Regularized CNNs for Music Classification and Tagging | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Codified audio language modeling learns useful representations for music information retrieval | Jul 12, 2021 | Emotion RecognitionGenre classification | CodeCode Available | 1 |
| Learning Sparse Analytic Filters for Piano Transcription | Aug 23, 2021 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Do Music Generation Models Encode Music Theory? | Oct 1, 2024 | Emotion RecognitionGenre classification | CodeCode Available | 1 |
| Audio Embeddings as Teachers for Music Classification | Jun 30, 2023 | ClassificationInformation Retrieval | CodeCode Available | 1 |
| audioLIME: Listenable Explanations Using Source Separation | Aug 2, 2020 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-training | Jul 11, 2024 | 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 |
| Learning Hierarchical Metrical Structure Beyond Measures | Sep 21, 2022 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths | Mar 19, 2023 | Dynamic Time WarpingInformation Retrieval | CodeCode Available | 1 |
| LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance Music | May 1, 2023 | Audio GenerationInformation Retrieval | CodeCode Available | 1 |
| CREPE: A Convolutional Representation for Pitch Estimation | Feb 17, 2018 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key Estimation | Nov 7, 2021 | image-classificationInformation Retrieval | CodeCode Available | 1 |
| jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research | Feb 17, 2023 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation | Aug 6, 2020 | Data AugmentationInformation Retrieval | CodeCode Available | 1 |
| ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument Recognition | Aug 19, 2021 | Information RetrievalInstrument Recognition | CodeCode Available | 1 |
| MOSA: Music Motion with Semantic Annotation Dataset for Cross-Modal Music Processing | Jun 10, 2024 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems | Apr 17, 2022 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Contrastive Audio-Language Learning for Music | Aug 25, 2022 | Audio to Text RetrievalDescriptive | CodeCode Available | 1 |
| Learning To Generate Piano Music With Sustain Pedals | Nov 1, 2021 | DecoderInformation Retrieval | CodeCode Available | 1 |
| Music Artist Classification with Convolutional Recurrent Neural Networks | Jan 14, 2019 | Artist classificationClassification | CodeCode Available | 1 |
