| Audio Embeddings as Teachers for Music Classification | Jun 30, 2023 | ClassificationInformation Retrieval | CodeCode Available | 1 |
| MARBLE: Music Audio Representation Benchmark for Universal Evaluation | Jun 18, 2023 | Image GenerationInformation 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 |
| Tempo vs. Pitch: understanding self-supervised tempo estimation | Apr 14, 2023 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection Methods | Mar 24, 2023 | Information RetrievalMusic Classification | 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 |
| jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research | Feb 17, 2023 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling | Sep 28, 2022 | Information RetrievalMulti-instrument Music Transcription | CodeCode Available | 1 |
| Learning Hierarchical Metrical Structure Beyond Measures | Sep 21, 2022 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Contrastive Audio-Language Learning for Music | Aug 25, 2022 | Audio to Text RetrievalDescriptive | CodeCode Available | 1 |
| MM-ALT: A Multimodal Automatic Lyric Transcription System | Jul 13, 2022 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation | Jul 10, 2022 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 |
| Unaligned Supervision For Automatic Music Transcription in The Wild | Apr 28, 2022 | 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 |
| TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music | Feb 2, 2022 | DecoderInformation Retrieval | CodeCode Available | 1 |
| Learning music audio representations via weak language supervision | Dec 8, 2021 | Audio ClassificationInformation Retrieval | CodeCode Available | 1 |
| Music Classification: Beyond Supervised Learning, Towards Real-world Applications | Nov 23, 2021 | ClassificationInformation 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 |
| Learning To Generate Piano Music With Sustain Pedals | Nov 1, 2021 | DecoderInformation Retrieval | CodeCode Available | 1 |
| You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event Detection | Sep 1, 2021 | ArticlesClassification | CodeCode Available | 1 |
| Learning Sparse Analytic Filters for Piano Transcription | Aug 23, 2021 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument Recognition | Aug 19, 2021 | Information RetrievalInstrument Recognition | CodeCode Available | 1 |
| Sequence-to-Sequence Piano Transcription with Transformers | Jul 19, 2021 | DecoderInformation Retrieval | CodeCode Available | 1 |
| Codified audio language modeling learns useful representations for music information retrieval | Jul 12, 2021 | Emotion RecognitionGenre classification | CodeCode Available | 1 |
| Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities | Jun 14, 2021 | Emotion RecognitionInformation Retrieval | CodeCode Available | 1 |
