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Video Background Music Generation with Controllable Music Transformer
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-58621-8_44openalex-snapshot
Foley Music: Learning to Generate Music from Videos
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/10.3233/faia200265openalex-snapshot
Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders
inferredcites →https://doi.org/10.48550/arxiv.1609.03499openalex-snapshot
WaveNet: A Generative Model for Raw Audio
inferredcites →https://doi.org/10.48550/arxiv.1609.08675openalex-snapshot
YouTube-8M: A Large-Scale Video Classification Benchmark
inferredcites →https://doi.org/10.48550/arxiv.1612.07837openalex-snapshot
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
inferredcites →https://doi.org/10.48550/arxiv.1703.10847openalex-snapshot
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation
inferredcites →https://doi.org/10.48550/arxiv.1803.05428openalex-snapshot
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music
inferredcites →https://doi.org/10.48550/arxiv.1810.12247openalex-snapshot
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
inferredcites →https://doi.org/10.48550/arxiv.1902.08710openalex-snapshot
GANSynth: Adversarial Neural Audio Synthesis
inferredcites →https://doi.org/10.48550/arxiv.1904.09751openalex-snapshot
The Curious Case of Neural Text Degeneration
inferredcites →https://doi.org/10.48550/arxiv.1907.04868openalex-snapshot
LakhNES: Improving Multi-instrumental Music Generation with Cross-domain Pre-training
inferredcites →https://doi.org/10.48550/arxiv.2002.00212openalex-snapshot
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions
inferredcites →https://doi.org/10.48550/arxiv.2006.14348openalex-snapshot
Audeo: Audio Generation for a Silent Performance Video
inferredcites →https://doi.org/10.48550/arxiv.2006.16236openalex-snapshot
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
inferredcites →https://doi.org/10.48550/arxiv.2008.01307openalex-snapshot
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures
inferredcites →https://doi.org/10.48550/arxiv.2008.07118openalex-snapshot
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music
inferredcites →https://doi.org/10.48550/arxiv.2008.07703openalex-snapshot
PopMAG: Pop Music Accompaniment Generation
inferredcites →https://doi.org/10.48550/arxiv.2012.03478openalex-snapshot
Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements
inferredcites →https://doi.org/10.5281/zenodo.1414759openalex-snapshot
Improving Genre Annotations For The Million Song Dataset.
inferredcites →https://doi.org/10.5281/zenodo.4245389openalex-snapshot
The jazz transformer on the front line: Exploring the shortcomings of AI-composed music through quantitative measures
inferredcites →https://doi.org/10.7916/d8n58mhvopenalex-snapshot
Learning-Based Methods for Comparing Sequences, with Applications to Audio-to-MIDI Alignment and Matching
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Artificial Intelligence Techniques for Pop Music Creation: A Real Music Production Perspective
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Quantized GAN for Complex Music Generation from Dance Videos
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Foundation Models for Speech, Images, Videos, and Control
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Exploring AI Music Generation: A Review of Deep Learning Algorithms and Datasets for Undergraduate Researchers
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Rhythm Fusion: Synchronizing Audio and Motion Features for Music-Driven Dance Generation
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VersatileMotion: A Unified Framework for Motion Synthesis and Comprehension
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Meric: A Unified Framework for Multimodal Music Generation and Retrieval via Representation Space Anchoring
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Conditional Generation of Nanyin with Transformer
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LCformer: Linear Convolutional Decomposed Transformer for Long-Term Series Forecasting
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Video-driven musical composition using large language model with memory-augmented state space
inferred← citeshttps://doi.org/10.1007/s00521-026-12270-1openalex-snapshot
Video background music generation using hybrid shared mixture-of-experts multimodal Transformer
inferred← citeshttps://doi.org/10.1007/s00530-024-01544-0openalex-snapshot
Unsupervised image style transformation of generative adversarial networks based on cyclic consistency
inferred← citeshttps://doi.org/10.1007/s10462-026-11582-xopenalex-snapshot
Recent advances in music generation: methods, evaluation, and challenges
inferred← citeshttps://doi.org/10.1007/s41095-024-0417-1openalex-snapshot
Dance2MIDI: Dance-driven multi-instrument music generation
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.112131openalex-snapshot
A theme music generation model based on hybrid variational autoencoders and conditional generative adversarial networks
inferred← citeshttps://doi.org/10.1016/j.eswa.2024.123640openalex-snapshot
Video2Music: Suitable music generation from videos using an Affective Multimodal Transformer model
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.112076openalex-snapshot
Video and audio are images: A cross-modal mixer for original data on video–audio retrieval
inferred← citeshttps://doi.org/10.1038/s41598-025-02792-4openalex-snapshot
Music informer as an efficient model for music generation
inferred← citeshttps://doi.org/10.1109/access.2022.3225689openalex-snapshot
Toward Interactive Music Generation: A Position Paper
inferred← citeshttps://doi.org/10.1109/access.2025.3572954openalex-snapshot
VT2Music: A Multimodal Framework for Text-Visual Guided Music Generation and Comprehensive Performance Analysis
inferred← citeshttps://doi.org/10.1109/access.2025.3597741openalex-snapshot
User Intent-Based Music Generation Model Combining Actor-Critic Approach With MusicVAE
inferred← citeshttps://doi.org/10.1109/cai64502.2025.00136openalex-snapshot
PixMus : Video and Text Conditioned Background Music Generation Using Latent Diffusion
inferred← citeshttps://doi.org/10.1109/ccnc54725.2025.10975980openalex-snapshot
AI-Based Melody Generation
inferred← citeshttps://doi.org/10.1109/cvidl70130.2026.11637427openalex-snapshot
Video-to-Emotional Music Generation Based on Temporal Structure Alignment
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00985openalex-snapshot
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.02582openalex-snapshot
Diff-BGM: A Diffusion Model for Video Background Music Generation
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.00779openalex-snapshot
Enhancing Dance-To-Music Generation via Negative Conditioning Latent Diffusion Model
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.01262openalex-snapshot
FilmComposer: LLM-Driven Music Production for Silent Film Clips
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.02227openalex-snapshot
Customized Condition Controllable Generation for Video Soundtrack
inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10446029openalex-snapshot
Unified Pretraining Target Based Video-Music Retrieval with Music Rhythm and Video Optical Flow Information
inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447950openalex-snapshot
GPT-4 Driven Cinematic Music Generation Through Text Processing
inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10889094openalex-snapshot
MotionComposer: Enhancing Rhythmic Music Generation with Adaptive Retrieval Reference
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11460579openalex-snapshot
VMSP: Video-to-Music Generation with Two-Stage Alignment and Synthesis
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11462058openalex-snapshot
Visual Keys to Symphonies: Latent Diffusion for Multi-Scene Video-to-Music Generation
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11465075openalex-snapshot
Towards Multi-View Hierarchical Video-to-Piano Generation with MIDI Guidance
inferred← citeshttps://doi.org/10.1109/icce-taiwan66881.2025.11208005openalex-snapshot
Stabilizing Self-consuming Training Loop on Music Generation Based on Music Embeddings
inferred← citeshttps://doi.org/10.1109/iccv51070.2023.00926openalex-snapshot
XVO: Generalized Visual Odometry via Cross-Modal Self-Training
inferred← citeshttps://doi.org/10.1109/iccv51070.2023.01433openalex-snapshot
Video Background Music Generation: Dataset, Method and Evaluation
inferred← citeshttps://doi.org/10.1109/icicn59530.2023.10392643openalex-snapshot
Time-series Data Modeling Guided by Visual Information
inferred← citeshttps://doi.org/10.1109/icip49359.2023.10222739openalex-snapshot
Video-Music Retrieval with Fine-Grained Cross-Modal Alignment
inferred← citeshttps://doi.org/10.1109/icmew68306.2025.11152178openalex-snapshot
Video-driven cross-modal controlled music generation
inferred← citeshttps://doi.org/10.1109/icnc-fskd59587.2023.10281125openalex-snapshot
Chord Generation Based on Transformer and Color Harmony Theory
inferred← citeshttps://doi.org/10.1109/is262782.2024.10704086openalex-snapshot
Enhancing Video Music Recommendation with Transformer-Driven Audio-Visual Embeddings
inferred← citeshttps://doi.org/10.1109/mipr67560.2025.00022openalex-snapshot
Deep Composer: Improving the String Quartet Music Generation Task
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MelodyGLM: Multi-Task Pre-Training for Structured Symbolic Melody Generation
inferred← citeshttps://doi.org/10.1109/tcss.2024.3451515openalex-snapshot
Video Echoed in Harmony: Learning and Sampling Video-Integrated Chord Progression Sequences for Controllable Video Background Music Generation
inferred← citeshttps://doi.org/10.1109/tcss.2024.3486536openalex-snapshot
AE-AMT: Attribute-Enhanced Affective Music Generation With Compound Word Representation
inferred← citeshttps://doi.org/10.1109/tii.2024.3477561openalex-snapshot
Application and Research of Music Generation System Based on CVAE and Transformer-XL in Video Background Music
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Sounding Video Generator: A Unified Framework for Text-Guided Sounding Video Generation
inferred← citeshttps://doi.org/10.1109/tmm.2023.3338089openalex-snapshot
Continuous Emotion-Based Image-to-Music Generation
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Drawlody: Sketch-Based Melody Creation With Enhanced Usability and Interpretability
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DanceComposer: Dance-to-Music Generation Using a Progressive Conditional Music Generator
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Symbolic Music Generation From Graph-Learning-Based Preference Modeling and Textual Queries
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PIMG: Progressive Image-to-Music Generation With Contrastive Diffusion Models
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XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework
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$\mathrm{W}^{2}$: Variable-Length Video-to-Music Generation
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Vision + X: A Survey on Multimodal Learning in the Light of Data
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TVMTrailer: A Text-Video-Music AIGC Framework for Film Trailer Generation
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Tackling Data Bias in MUSIC-AVQA: Crafting a Balanced Dataset for Unbiased Question-Answering
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Let the Beat Follow You - Creating Interactive Drum Sounds From Body Rhythm
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RPPformer-Flow: Relative Position Guided Point Transformer for Scene Flow Estimation
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Content based User Preference Modeling in Music Generation
inferred← citeshttps://doi.org/10.1145/3511808.3557235openalex-snapshot
An Empirical Study on How People Perceive AI-generated Music
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The NES Video-Music Database: A Dataset of Symbolic Video Game Music Paired with Gameplay Videos
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Dance-to-Music Generation with Encoder-based Textual Inversion
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Exploring the Potential of Music Generative AI for Music-Making by Deaf and Hard of Hearing People
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Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: A Survey
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MusFlow: Multimodal Music Generation via Conditional Flow Matching
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Spatial-Temporal Decomposition and Alignment in Controllable Video-to-Music Generation
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Controllable Video-to-Music Generation with Multiple Time-Varying Conditions
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Generating chord progression from melody with flexible harmonic rhythm and controllable harmonic density
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Dance2Music-Diffusion: leveraging latent diffusion models for music generation from dance videos
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AI-based Chinese-style music generation from video content: a study on cross-modal analysis and generation methods
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Dance-Conditioned Artistic Music Generation by Creative-GAN
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Regeneration Learning: A Learning Paradigm for Data Generation
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V2Meow: Meowing to the Visual Beat via Video-to-Music Generation
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UniLG: A Unified Structure-aware Framework for Lyrics Generation
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Challenges and Opportunities of Generative Ai Models in Audio/Acoustic
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Video Background Music Recognition and Automatic Recommendation Based on Gmm Model
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AI-empowered promotional video generation
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Double Linear Transformer for Background Music Generation from Videos
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