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Music Information Retrieval

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Showing 1–50 of 255 papers

TitleStatusHype
A Hierarchical Deep Learning Approach for Minority Instrument DetectionCode0
Universal Music Representations? Evaluating Foundation Models on World Music CorporaCode0
Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription—0
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following—0
Learning Normal Patterns in Musical Loops—0
Layer-wise Investigation of Large-Scale Self-Supervised Music Representation Models—0
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio—0
A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary RegularizationCode0
Learning Music Audio Representations With Limited DataCode0
Progressive Rock Music Classification—0
Music Information Retrieval on Representative Mexican Folk Vocal Melodies Through MIDI Feature Extraction—0
CCMusic: An Open and Diverse Database for Chinese Music Information Retrieval Research—0
The GigaMIDI Dataset with Features for Expressive Music Performance DetectionCode2
ChordFormer: A Conformer-Based Architecture for Large-Vocabulary Audio Chord Recognition—0
Musical Score Following using Statistical InferenceCode0
Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding—0
Linguistic Analysis of Sinhala YouTube Comments on Sinhala Music Videos: A Dataset Study—0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
Text2Playlist: Generating Personalized Playlists from Text on DeezerCode0
MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation—0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT—0
Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-LearningCode1
Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church ChantsCode0
Music Genre Classification: Ensemble Learning with Subcomponents-level Attention—0
Novel Class Discovery for Open Set Raga Classification—0
Proceedings of the 6th International Workshop on Reading Music Systems—0
Open-Amp: Synthetic Data Framework for Audio Effect Foundation ModelsCode1
A Transformer-Based Visual Piano Transcription Algorithm—0
PIAST: A Multimodal Piano Dataset with Audio, Symbolic and TextCode1
Improving Musical Instrument Classification with Advanced Machine Learning TechniquesCode0
MIRFLEX: Music Information Retrieval Feature Library for ExtractionCode1
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language ModelsCode2
Towards Computational Analysis of Pansori Singing—0
Music Genre Classification using Large Language ModelsCode0
SoundSignature: What Type of Music Do You Like?—0
CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation—0
Do Music Generation Models Encode Music Theory?Code1
Comparative Analysis of Pretrained Audio Representations in Music Recommender SystemsCode0
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
Music2Latent: Consistency Autoencoders for Latent Audio CompressionCode3
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient ApproachCode0
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio—0
Analyzing and reducing the synthetic-to-real transfer gap in Music Information Retrieval: the task of automatic drum transcription—0
Semi-Supervised Contrastive Learning of Musical RepresentationsCode1
The Interpretation Gap in Text-to-Music Generation Models—0
Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-trainingCode1
Polyphonic Piano Music Transcription System Exploiting Mutual Correlations of Different Musical Note States—0
Machine Learning Techniques in Automatic Music Transcription: A Systematic Survey—0
MOSA: Music Motion with Semantic Annotation Dataset for Cross-Modal Music ProcessingCode1
MidiCaps: A large-scale MIDI dataset with text captionsCode2
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