| Melody transcription via generative pre-training | Dec 4, 2022 | Chord RecognitionInformation Retrieval | CodeCode Available | 2 |
| Proceedings of the 1st International Workshop on Reading Music Systems | Dec 1, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Proceedings of the 3rd International Workshop on Reading Music Systems | Dec 1, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Proceedings of the 2nd International Workshop on Reading Music Systems | Dec 1, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| OK Computer Analysis: An Audio Corpus Study of Radiohead | Nov 29, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Proceedings of the 4th International Workshop on Reading Music Systems | Nov 23, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Structural Segmentation and Labeling of Tabla Solo Performances | Nov 16, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Music Instrument Classification Reprogrammed | Nov 15, 2022 | ClassificationInformation Retrieval | CodeCode Available | 0 |
| Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers | Oct 31, 2022 | DescriptiveInformation Retrieval | —Unverified | 0 |
| LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation | Oct 27, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Deep domain adaptation for polyphonic melody extraction | Oct 22, 2022 | Domain AdaptationInformation Retrieval | —Unverified | 0 |
| 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 |
| Scaling and compressing melodies using geometric similarity measures | Sep 19, 2022 | Audio CompressionGeometric Matching | —Unverified | 0 |
| MATT: A Multiple-instance Attention Mechanism for Long-tail Music Genre Classification | Sep 9, 2022 | Genre classificationInformation Retrieval | CodeCode Available | 0 |
| What is missing in deep music generation? A study of repetition and structure in popular music | Sep 1, 2022 | Information RetrievalMusic Generation | —Unverified | 0 |
| Contrastive Audio-Language Learning for Music | Aug 25, 2022 | Audio to Text RetrievalDescriptive | CodeCode Available | 1 |
| A Study on Broadcast Networks for Music Genre Classification | Aug 25, 2022 | Audio ClassificationClassification | CodeCode Available | 0 |
| WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification | Jul 18, 2022 | Cover song identificationData Augmentation | —Unverified | 0 |
| 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 |
| Musical Information Extraction from the Singing Voice | Apr 7, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Late multimodal fusion for image and audio music transcription | Apr 6, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Iranian Modal Music (Dastgah) detection using deep neural networks | Mar 29, 2022 | ArticlesInformation Retrieval | —Unverified | 0 |
| Semi-Supervised Convolutive NMF for Automatic Piano Transcription | Feb 10, 2022 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music | Feb 2, 2022 | DecoderInformation Retrieval | CodeCode Available | 1 |
| Kinit Classification in Ethiopian Chants, Azmaris and Modern Music: A New Dataset and CNN Benchmark | Jan 20, 2022 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Learning music audio representations via weak language supervision | Dec 8, 2021 | Audio ClassificationInformation Retrieval | CodeCode Available | 1 |
| Piano Timbre Development Analysis using Machine Learning | Dec 6, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Multitask Learning based Deep Learning Model for Music Artist and Language Recognition | Dec 1, 2021 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Comparative Analysis of Melodia and Time-Domain Adaptive Filtering based Model for Melody Extraction from Polyphonic Music | Dec 1, 2021 | Information RetrievalMelody Extraction | —Unverified | 0 |
| 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 |
| Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity | Nov 2, 2021 | DisentanglementInformation Retrieval | —Unverified | 0 |
| Learning To Generate Piano Music With Sustain Pedals | Nov 1, 2021 | DecoderInformation Retrieval | CodeCode Available | 1 |
| Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals | Oct 27, 2021 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics | Oct 1, 2021 | ClassificationEmotion Classification | —Unverified | 0 |
| 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 |
| Residual Attention Based Network for Automatic Classification of Phonation Modes | Jul 18, 2021 | ClassificationFeature Engineering | —Unverified | 0 |
| 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 |
| Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning | Jun 4, 2021 | BIG-bench Machine LearningEmotion Classification | —Unverified | 0 |
| Exploring modality-agnostic representations for music classification | Jun 2, 2021 | ClassificationCross-Modal Retrieval | CodeCode Available | 0 |
| Omnizart: A General Toolbox for Automatic Music Transcription | Jun 1, 2021 | Chord RecognitionDownbeat Tracking | CodeCode Available | 2 |
| LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters | May 21, 2021 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |