Fusing Memory and Attention: A study on LSTM, Transformer and Hybrid Architectures for Symbolic Music Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Ghoshal, Soudeep, Chakraborty, Sandipan, Chowdhury, Pradipto, Buckchash, Himanshu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Depth-Structured Music Recurrence: Budgeted Recurrent Attention for Full-Piece Symbolic Music Modeling
by: Yi, Yungang, et al.
Published: (2026)
by: Yi, Yungang, et al.
Published: (2026)
GradAttn: Replacing Fixed Residual Connections with Task-Modulated Attention Pathways
by: Ghoshal, Soudeep, et al.
Published: (2026)
by: Ghoshal, Soudeep, et al.
Published: (2026)
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling
by: Bradshaw, Louis, et al.
Published: (2025)
by: Bradshaw, Louis, et al.
Published: (2025)
NDT: Non-Differential Transformer and Its Application to Sentiment Analysis
by: Ghoshal, Soudeep, et al.
Published: (2026)
by: Ghoshal, Soudeep, et al.
Published: (2026)
Survey on the Evaluation of Generative Models in Music
by: Lerch, Alexander, et al.
Published: (2025)
by: Lerch, Alexander, et al.
Published: (2025)
Latent Space Disentanglement via Activation Steering for Interpretable Attribute Control in Symbolic Music Generation
by: Prokopiou, Ioannis, et al.
Published: (2026)
by: Prokopiou, Ioannis, et al.
Published: (2026)
SAGE-Music: Low-Latency Symbolic Music Generation via Attribute-Specialized Key-Value Head Sharing
by: Tan, Jiaye, et al.
Published: (2025)
by: Tan, Jiaye, et al.
Published: (2025)
Segment-Factorized Full-Song Generation on Symbolic Piano Music
by: Chen, Ping-Yi, et al.
Published: (2025)
by: Chen, Ping-Yi, et al.
Published: (2025)
F-StrIPE: Fast Structure-Informed Positional Encoding for Symbolic Music Generation
by: Agarwal, Manvi, et al.
Published: (2025)
by: Agarwal, Manvi, et al.
Published: (2025)
A Novel Bi-LSTM And Transformer Architecture For Generating Tabla Music
by: Mayya, Roopa, et al.
Published: (2024)
by: Mayya, Roopa, et al.
Published: (2024)
From Generality to Mastery: Composer-Style Symbolic Music Generation via Large-Scale Pre-training
by: Yao, Mingyang, et al.
Published: (2025)
by: Yao, Mingyang, et al.
Published: (2025)
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)
by: Novack, Zachary, et al.
Published: (2024)
The NES Video-Music Database: A Dataset of Symbolic Video Game Music Paired with Gameplay Videos
by: Cardoso, Igor, et al.
Published: (2024)
by: Cardoso, Igor, et al.
Published: (2024)
Efficient Fine-Grained Guidance for Diffusion Model Based Symbolic Music Generation
by: Zhu, Tingyu, et al.
Published: (2024)
by: Zhu, Tingyu, et al.
Published: (2024)
Of All StrIPEs: Investigating Structure-informed Positional Encoding for Efficient Music Generation
by: Agarwal, Manvi, et al.
Published: (2025)
by: Agarwal, Manvi, et al.
Published: (2025)
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
by: Novack, Zachary, et al.
Published: (2026)
by: Novack, Zachary, et al.
Published: (2026)
Musical Attention Transformer: Music Generation Using a Music-Specific Attention Model
by: Taksuka, Shinnosuke, et al.
Published: (2026)
by: Taksuka, Shinnosuke, et al.
Published: (2026)
PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
by: Long, Phillip, et al.
Published: (2024)
by: Long, Phillip, et al.
Published: (2024)
AUDRON: A Deep Learning Framework with Fused Acoustic Signatures for Drone Type Recognition
by: Chatterjee, Rajdeep, et al.
Published: (2025)
by: Chatterjee, Rajdeep, et al.
Published: (2025)
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
by: Wang, Ziyu, et al.
Published: (2024)
by: Wang, Ziyu, et al.
Published: (2024)
CSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning
by: Wang, Boyang, et al.
Published: (2025)
by: Wang, Boyang, et al.
Published: (2025)
Myna: Masking-Based Contrastive Learning of Musical Representations
by: Yonay, Ori, et al.
Published: (2025)
by: Yonay, Ori, et al.
Published: (2025)
DAStatFormer: A Hybrid Multibranch Transformer with Statistical Feature Integration for DAS-Based Pattern Recognitions
by: Dione, Michel, et al.
Published: (2026)
by: Dione, Michel, et al.
Published: (2026)
ConceptCaps: a Distilled Concept Dataset for Interpretability in Music Models
by: Sienkiewicz, Bruno, et al.
Published: (2026)
by: Sienkiewicz, Bruno, et al.
Published: (2026)
Large Language Models' Internal Perception of Symbolic Music
by: Shin, Andrew, et al.
Published: (2025)
by: Shin, Andrew, et al.
Published: (2025)
Lyrics Matter: Exploiting the Power of Learnt Representations for Music Popularity Prediction
by: Choudhary, Yash, et al.
Published: (2025)
by: Choudhary, Yash, et al.
Published: (2025)
Enhanced Speech Emotion Recognition with Efficient Channel Attention Guided Deep CNN-BiLSTM Framework
by: Kundu, Niloy Kumar, et al.
Published: (2024)
by: Kundu, Niloy Kumar, et al.
Published: (2024)
Simple and Controllable Music Generation
by: Copet, Jade, et al.
Published: (2023)
by: Copet, Jade, et al.
Published: (2023)
Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models
by: Mehta, Atharva, et al.
Published: (2025)
by: Mehta, Atharva, et al.
Published: (2025)
Who Will Top the Charts? Multimodal Music Popularity Prediction via Adaptive Fusion of Modality Experts and Temporal Engagement Modeling
by: Choudhary, Yash, et al.
Published: (2025)
by: Choudhary, Yash, et al.
Published: (2025)
MusicGen-Chord: Advancing Music Generation through Chord Progressions and Interactive Web-UI
by: Jung, Jongmin, et al.
Published: (2024)
by: Jung, Jongmin, et al.
Published: (2024)
A Survey of Music Generation in the Context of Interaction
by: Agchar, Ismael, et al.
Published: (2024)
by: Agchar, Ismael, et al.
Published: (2024)
AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN Architecture for Robust Phonocardiogram Classification
by: Siddiqui, Md. Saiful Bari, et al.
Published: (2025)
by: Siddiqui, Md. Saiful Bari, et al.
Published: (2025)
A Human-Inspired Decoupled Architecture for Efficient Audio Representation Learning
by: Kawano, Harunori, et al.
Published: (2026)
by: Kawano, Harunori, et al.
Published: (2026)
TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms
by: Sui, Yueyuan, et al.
Published: (2024)
by: Sui, Yueyuan, et al.
Published: (2024)
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)
by: Novack, Zachary, et al.
Published: (2024)
Presto! Distilling Steps and Layers for Accelerating Music Generation
by: Novack, Zachary, et al.
Published: (2024)
by: Novack, Zachary, et al.
Published: (2024)
Steering Autoregressive Music Generation with Recursive Feature Machines
by: Zhao, Daniel, et al.
Published: (2025)
by: Zhao, Daniel, et al.
Published: (2025)
An Independence-promoting Loss for Music Generation with Language Models
by: Lemercier, Jean-Marie, et al.
Published: (2024)
by: Lemercier, Jean-Marie, et al.
Published: (2024)
Generative AI for Music and Audio
by: Dong, Hao-Wen
Published: (2024)
by: Dong, Hao-Wen
Published: (2024)
Similar Items
-
Depth-Structured Music Recurrence: Budgeted Recurrent Attention for Full-Piece Symbolic Music Modeling
by: Yi, Yungang, et al.
Published: (2026) -
GradAttn: Replacing Fixed Residual Connections with Task-Modulated Attention Pathways
by: Ghoshal, Soudeep, et al.
Published: (2026) -
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling
by: Bradshaw, Louis, et al.
Published: (2025) -
NDT: Non-Differential Transformer and Its Application to Sentiment Analysis
by: Ghoshal, Soudeep, et al.
Published: (2026) -
Survey on the Evaluation of Generative Models in Music
by: Lerch, Alexander, et al.
Published: (2025)