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MRBERT: Pre-Training of Melody and Rhythm for Automatic Music Generation
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1109/icassp.2017.7952585openalex-snapshot
Convolutional recurrent neural networks for music classification
inferredcites →https://doi.org/10.1109/icassp.2017.7952660openalex-snapshot
Melody extraction and detection through LSTM-RNN with harmonic sum loss
inferredcites →https://doi.org/10.1109/ijcnn52387.2021.9533474openalex-snapshot
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework
inferredcites →https://doi.org/10.1109/tcyb.2019.2953194openalex-snapshot
A Hierarchical Recurrent Neural Network for Symbolic Melody Generation
inferredcites →https://doi.org/10.1109/tcyb.2022.3166349openalex-snapshot
Hierarchical One-Class Model With Subnetwork for Representation Learning and Outlier Detection
inferredcites →https://doi.org/10.1109/tcyb.2022.3177573openalex-snapshot
Semisupervised Manifold Regularization via a Subnetwork-Based Representation Learning Model
inferredcites →https://doi.org/10.1109/tnnls.2020.3026621openalex-snapshot
Multimodel Feature Reinforcement Framework Using Moore–Penrose Inverse for Big Data Analysis
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Multimodal Moore–Penrose Inverse-Based Recomputation Framework for Big Data Analysis
inferredcites →https://doi.org/10.1145/3243274.3243301openalex-snapshot
Symbolic Music Similarity through a Graph-Based Representation
inferredcites →https://doi.org/10.1609/aaai.v32i1.11312openalex-snapshot
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment
inferredcites →https://doi.org/10.1609/aaai.v35i1.16091openalex-snapshot
Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.70openalex-snapshot
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
inferredcites →https://doi.org/10.18653/v1/n18-1202openalex-snapshot
Deep Contextualized Word Representations
inferredcites →https://doi.org/10.3390/electronics8111250openalex-snapshot
Melody Extraction and Encoding Method for Generating Healthcare Music Automatically
inferredcites →https://doi.org/10.3390/info12110442openalex-snapshot
Analysis of Gradient Vanishing of RNNs and Performance Comparison
inferredcites →https://doi.org/10.3390/math10152747openalex-snapshot
Enhanced Evaluation Method of Musical Instrument Digital Interface Data based on Random Masking and Seq2Seq Model
inferredcites →https://doi.org/10.3390/math7100883openalex-snapshot
Automatic Melody Composition Using Enhanced GAN
inferredcites →https://doi.org/10.3390/math9040387openalex-snapshot
INCO-GAN: Variable-Length Music Generation Method Based on Inception Model-Based Conditional GAN
inferredcites →https://doi.org/10.3390/math9050530openalex-snapshot
DBTMPE: Deep Bidirectional Transformers-Based Masked Predictive Encoder Approach for Music Genre Classification
inferredcites →https://doi.org/10.48550/arxiv.1612.01010openalex-snapshot
DeepBach: a Steerable Model for Bach Chorales Generation
inferredcites →https://doi.org/10.5281/zenodo.1492338openalex-snapshot
Evaluating Automatic Polyphonic Music Transcription
inferredcites →https://doi.org/10.5642/jhummath.202102.08openalex-snapshot
Markov Chains for Computer Music Generation
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation
inferred← citeshttps://doi.org/10.1007/978-3-031-56992-0_4openalex-snapshot
The Chordinator: Modeling Music Harmony by Implementing Transformer Networks and Token Strategies
inferred← citeshttps://doi.org/10.1007/978-3-032-25609-6_5openalex-snapshot
Exploration of the Application of Music Generation Algorithm Based on Transformer in Creative Education
inferred← citeshttps://doi.org/10.1007/978-981-97-4677-4_20openalex-snapshot
Representation and Generation of Music: Incorporating Composers’ Perspectives into Deep Learning Models
inferred← citeshttps://doi.org/10.1007/s11704-025-51171-9openalex-snapshot
Next-Gen AIGC: a review of multimodal foundation models for text-to-media innovations
inferred← citeshttps://doi.org/10.1007/s11760-025-04530-9openalex-snapshot
A comprehensive study on optimized neural networks for automatic piano music generation
inferred← citeshttps://doi.org/10.1007/s13735-026-00414-xopenalex-snapshot
Zero-to-few shot music genre classification via prototype calibration and prompt learning in audio–language models
inferred← citeshttps://doi.org/10.1007/s40745-025-00643-7openalex-snapshot
Automatic Music Generation with Multi-module Neural Networks for Chord, Rhythm, and Pitch Modeling
inferred← citeshttps://doi.org/10.1007/s40747-025-02093-3openalex-snapshot
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Fusion of temporal-spectral features and transformer architectures for automated music mood classification
inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e32092openalex-snapshot
Firefly algorithm-based LSTM model for Guzheng tunes switching with big data analysis
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The Analysis of Multi-Track Music Generation With Deep Learning Models in Music Production Process
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Enhancing Creativity and Validation in Explanatory Deep Learning-Based Symbolic Music Generation: A Hybrid Approach With LSTM and Genetic Algorithms
inferred← citeshttps://doi.org/10.1109/access.2025.3588847openalex-snapshot
Research on Polyphonic Music Generation Algorithm Based on GPT Large Model
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386572openalex-snapshot
The Application of Long Short-Term Memory and Transformers for Music Generation
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Neural Transformers for Bias Detection: Assessing Pakistani News
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VisionScores - A System-Segmented Image Score Dataset for Deep Learning Tasks
inferred← citeshttps://doi.org/10.1109/taslpro.2026.3667433openalex-snapshot
MelodyGLM: Multi-Task Pre-Training for Structured Symbolic Melody Generation
inferred← citeshttps://doi.org/10.1142/s1469026824500263openalex-snapshot
Music Generation Using Dual Interactive Wasserstein Fourier Acquisitive Generative Adversarial Network
inferred← citeshttps://doi.org/10.1145/3714457openalex-snapshot
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: A Survey
inferred← citeshttps://doi.org/10.1177/14727978251391323openalex-snapshot
Evolutionary algorithm-based system for real-time collaborative music creation and improvisation generation
inferred← citeshttps://doi.org/10.14445/23488549/ijece-v11i7p115openalex-snapshot
Exploring Hybrid GRU-LSTM Networks for Enhanced Music Generation
inferred← citeshttps://doi.org/10.3390/math11081915openalex-snapshot
MelodyDiffusion: Chord-Conditioned Melody Generation Using a Transformer-Based Diffusion Model
inferred← citeshttps://doi.org/10.53032/tvcr/2025.v7n2.40openalex-snapshot
Music Creation Using a Hybrid Model of LLM And LSTM
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