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Music Information Retrieval

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Showing 1–50 of 255 papers

TitleStatusHype
Music2Latent: Consistency Autoencoders for Latent Audio CompressionCode3
The GigaMIDI Dataset with Features for Expressive Music Performance DetectionCode2
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language ModelsCode2
MidiCaps: A large-scale MIDI dataset with text captionsCode2
Mustango: Toward Controllable Text-to-Music GenerationCode2
A Foundation Model for Music InformaticsCode2
All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed AudioCode2
Melody transcription via generative pre-trainingCode2
Omnizart: A General Toolbox for Automatic Music TranscriptionCode2
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano musicCode2
Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-LearningCode1
Open-Amp: Synthetic Data Framework for Audio Effect Foundation ModelsCode1
PIAST: A Multimodal Piano Dataset with Audio, Symbolic and TextCode1
MIRFLEX: Music Information Retrieval Feature Library for ExtractionCode1
Do Music Generation Models Encode Music Theory?Code1
Semi-Supervised Contrastive Learning of Musical RepresentationsCode1
Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-trainingCode1
MOSA: Music Motion with Semantic Annotation Dataset for Cross-Modal Music ProcessingCode1
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a SurveyCode1
MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of MusicCode1
mir_ref: A Representation Evaluation Framework for Music Information Retrieval TasksCode1
EMelodyGen: Emotion-Conditioned Melody Generation in ABC Notation with the Musical Feature TemplateCode1
Symbolic Music Representations for Classification Tasks: A Systematic EvaluationCode1
Zero-note samba: Self-supervised beat trackingCode1
Transfer Learning and Bias Correction with Pre-trained Audio EmbeddingsCode1
Audio Embeddings as Teachers for Music ClassificationCode1
MARBLE: Music Audio Representation Benchmark for Universal EvaluationCode1
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance MusicCode1
Tempo vs. Pitch: understanding self-supervised tempo estimationCode1
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection MethodsCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning ResearchCode1
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative ModelingCode1
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
Contrastive Audio-Language Learning for MusicCode1
MM-ALT: A Multimodal Automatic Lyric Transcription SystemCode1
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio RepresentationCode1
Unaligned Supervision For Automatic Music Transcription in The WildCode1
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic MusicCode1
Learning music audio representations via weak language supervisionCode1
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Learning To Generate Piano Music With Sustain PedalsCode1
You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event DetectionCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Sequence-to-Sequence Piano Transcription with TransformersCode1
Codified audio language modeling learns useful representations for music information retrievalCode1
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual QualitiesCode1
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