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Music Classification

Papers

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Showing 1–50 of 52 papers

TitleStatusHype
Moonbeam: A MIDI Foundation Model Using Both Absolute and Relative Music AttributesCode2
Progressive Rock Music Classification—0
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAPCode0
EVolutionary Independent DEtermiNistiC Explanation—0
Arabic Music Classification and Generation using Deep Learning—0
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language ModelsCode2
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
Music Era Recognition Using Supervised Contrastive Learning and Artist Information—0
Hearing-Loss Compensation Using Deep Neural Networks: A Framework and Results From a Listening Test—0
Significance of Chirp MFCC as a Feature in Speech and Audio Applications—0
Pre-training Music Classification Models via Music Source SeparationCode2
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language ModelsCode0
Audio Embeddings as Teachers for Music ClassificationCode1
Toward Leveraging Pre-Trained Self-Supervised Frontends for Automatic Singing Voice Understanding Tasks: Three Case Studies—0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection MethodsCode1
Toward Universal Text-to-Music RetrievalCode1
SpectNet : End-to-End Audio Signal Classification Using Learnable SpectrogramsCode0
Low-Resource Music Genre Classification with Cross-Modal Neural Model ReprogrammingCode1
Learning Music Representations with wav2vec 2.0—0
Iranian Modal Music (Dastgah) detection using deep neural networks—0
Contrastive Learning with Positive-Negative Frame Mask for Music Representation—0
S3T: Self-Supervised Pre-training with Swin Transformer for Music ClassificationCode1
Visualizing Ensemble Predictions of Music Mood—0
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
SpliceOut: A Simple and Efficient Audio Augmentation Method—0
BERT-like Pre-training for Symbolic Piano Music Classification TasksCode1
Exploring modality-agnostic representations for music classificationCode0
Deep Neural Network for Musical Instrument Recognition using MFCCs—0
Contrastive Learning of Musical RepresentationsCode1
Multi-view Audio and Music Classification—0
Multi-Task Self-Supervised Pre-Training for Music Classification—0
Audio Content Analysis—0
Large-Scale MIDI-based Composer Classification—0
Receptive-Field Regularized CNNs for Music Classification and TaggingCode1
Music Style Classification with Compared Methods in XGB and BPNN—0
Word-level Embeddings for Cross-Task Transfer Learning in Speech ProcessingCode0
Lukthung Classification Using Neural Networks on Lyrics and Audios—0
Zero-shot Learning for Audio-based Music Classification and TaggingCode0
Zero-shot Learning and Knowledge Transfer in Music Classification and Tagging—0
Multi-scale Embedded CNN for Music Tagging (MsE-CNN)—0
A Music Classification Model based on Metric Learning and Feature Extraction from MP3 Audio Files—0
Audio Classification of Bit-Representation Waveform—0
Multi-Level and Multi-Scale Feature Aggregation Using Sample-level Deep Convolutional Neural Networks for Music ClassificationCode0
The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging—0
Transfer learning for music classification and regression tasksCode0
Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw WaveformsCode0
Convolutional Recurrent Neural Networks for Music ClassificationCode1
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
Efficient multivariate sequence classification—0
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