| Lukthung Classification Using Neural Networks on Lyrics and Audios | Aug 23, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Song Hit Prediction: Predicting Billboard Hits Using Spotify Data | Aug 22, 2019 | Music Information RetrievalPrediction | CodeCode Available | 0 |
| Learning Complex Basis Functions for Invariant Representations of Audio | Jul 13, 2019 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| Music Performance Analysis: A Survey | Jun 29, 2019 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| A Convolutional Approach to Melody Line Identification in Symbolic Scores | Jun 24, 2019 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| Adversarial Learning for Improved Onsets and Frames Music Transcription | Jun 20, 2019 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Deep Learning-Based Automatic Downbeat Tracking: A Brief Review | Jun 10, 2019 | Deep LearningDownbeat Tracking | CodeCode Available | 0 |
| Deep Learning for Audio Signal Processing | Apr 30, 2019 | Audio Signal ProcessingAutomatic Speech Recognition | CodeCode Available | 0 |
| Recognizing Musical Entities in User-generated Content | Apr 1, 2019 | ArticlesGeneral Classification | CodeCode Available | 0 |
| Improving Machine Hearing on Limited Data Sets | Mar 21, 2019 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| A Unified Neural Architecture for Instrumental Audio Tasks | Mar 1, 2019 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| Multimodal music information processing and retrieval: survey and future challenges | Feb 14, 2019 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection | Jan 15, 2019 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| 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 |
| Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy | Dec 4, 2018 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| Melodic Phrase Segmentation By Deep Neural Networks | Nov 14, 2018 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| 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 |
| Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio Features | Aug 30, 2018 | Cover song identificationInformation Retrieval | CodeCode Available | 0 |
| Lyrics Segmentation: Textual Macrostructure Detection using Convolutions | Aug 1, 2018 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| Visual Display and Retrieval of Music Information | Jul 26, 2018 | Data VisualizationInformation Retrieval | —Unverified | 0 |
| Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook | Jun 4, 2018 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| Deep Watershed Detector for Music Object Recognition | May 26, 2018 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| A Review of Automatic Drum Transcription | Apr 26, 2018 | Drum TranscriptionDrum Transcription in Music (DTM) | —Unverified | 0 |
| CREPE: A Convolutional Representation for Pitch Estimation | Feb 17, 2018 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies | Feb 12, 2018 | AllDeep Learning | CodeCode Available | 0 |
| Informed Group-Sparse Representation for Singing Voice Separation | Jan 9, 2018 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| A Tutorial on Deep Learning for Music Information Retrieval | Sep 13, 2017 | Deep LearningInformation Retrieval | CodeCode Available | 0 |
| Composition by Conversation | Sep 7, 2017 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Optical Music Recognition with Convolutional Sequence-to-Sequence Models | Jul 16, 2017 | Deep LearningInformation Retrieval | CodeCode Available | 1 |
| Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network | Jul 15, 2017 | FormGeneral Classification | CodeCode Available | 0 |
| Deep scattering transform applied to note onset detection and instrument recognition | Mar 28, 2017 | Information RetrievalInstrument Recognition | —Unverified | 0 |
| Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs | Dec 1, 2016 | Classificationfeature selection | —Unverified | 0 |
| Mining linguistic tone patterns with symbolic representation | Aug 1, 2016 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Explaining Deep Convolutional Neural Networks on Music Classification | Jul 8, 2016 | Chord RecognitionClassification | CodeCode Available | 0 |
| I2RNTU at SemEval-2016 Task 4: Classifier Fusion for Polarity Classification in Twitter | Jun 1, 2016 | Emotion RecognitionGeneral Classification | —Unverified | 0 |
| Deep convolutional neural networks for predominant instrument recognition in polyphonic music | May 31, 2016 | Information RetrievalInstrument Recognition | CodeCode Available | 0 |
| Audio Features Affected by Music Expressiveness | May 17, 2016 | BIG-bench Machine LearningInformation Retrieval | —Unverified | 0 |
| Mood Classification of Hindi Songs based on Lyrics | Dec 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks | Nov 17, 2015 | Feature EngineeringInformation Retrieval | CodeCode Available | 0 |
| Corpus COFLA: A research corpus for the Computational study of Flamenco Music | Oct 14, 2015 | DiversityInformation Retrieval | —Unverified | 0 |
| Automatic Transcription of Flamenco Singing from Polyphonic Music Recordings | Oct 14, 2015 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Coreference Resolution to Support IE from Indian Classical Music Forums | Sep 1, 2015 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| A Deep Bag-of-Features Model for Music Auto-Tagging | Aug 20, 2015 | Audio ClassificationInformation Retrieval | CodeCode Available | 0 |
| Learning Contextualized Music Semantics from Tags via a Siamese Network | Apr 29, 2015 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Using Generic Summarization to Improve Music Information Retrieval Tasks | Mar 23, 2015 | General ClassificationGenre classification | —Unverified | 0 |
| Affective Music Information Retrieval | Feb 18, 2015 | Emotion RecognitionInformation Retrieval | —Unverified | 0 |
| On Evaluation Validity in Music Autotagging | Sep 30, 2014 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Introducing a Framework for the Evaluation of Music Detection Tools | May 1, 2014 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Co-Training for Classification of Live or Studio Music Recordings | May 1, 2014 | ClassificationGeneral Classification | —Unverified | 0 |