BEAT: Rhythm-Elastic Alignment for Agentic Music-guided Movie Trailer Generation

arXiv:2605.27067 · cs.CV · Submitted 2026-05-26 · Read on arXiv

cs.CV

Submitted: 2026-05-26

Updated: 2026-09-27

Code: https://github.com/snakers4/silero-vad

Terminology

• Alignment — 52× in this paper · explained in 1 episode
• Core — 11× in this paper · explained in 2 episodes
• Benchmark — 7× in this paper · explained in 2 episodes
• Ablation — 5× in this paper · explained in 1 episode
• Optimal Transport — 5× in this paper · explained in 5 episodes
• Regularization — 5× in this paper · explained in 3 episodes
• Ablation study — 4× in this paper · explained in 1 episode
• Fine-Tuning — 4× in this paper · explained in 5 episodes
• Transformer — 4× in this paper · explained in 2 episodes
• Alignment Scores — 3× in this paper · explained in 1 episode
• Accuracy — 2× in this paper · explained in 1 episode
• Agentic System — 2× in this paper · explained in 2 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Cosine Similarity — 2× in this paper · explained in 3 episodes
• Evaluation Dimensions — 2× in this paper · explained in 3 episodes
• Multi-Agent System — 2× in this paper · explained in 6 episodes
• Representation Learning — 2× in this paper · explained in 2 episodes
• Two-stage training — 2× in this paper · explained in 2 episodes
• Aesthetic Quality — 1× in this paper
• Alignment Accuracy — 1× in this paper
• Analyzer — 1× in this paper · explained in 1 episode
• Embeddings — 1× in this paper · explained in 2 episodes
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Iterative Refinement — 1× in this paper · explained in 3 episodes
• Levenshtein Distance — 1× in this paper
• Multi-Agent Framework — 1× in this paper · explained in 3 episodes
• Multi-agent Collaboration — 1× in this paper · explained in 2 episodes
• Predictive Coding — 1× in this paper · explained in 2 episodes
• Pruning — 1× in this paper · explained in 4 episodes
• Semi-supervised Learning — 1× in this paper · explained in 4 episodes
• Structural Constraints — 1× in this paper · explained in 2 episodes
• Verification — 1× in this paper · explained in 2 episodes

Sources

• Trailer Reimagined: An Innovative, Llm-DRiven, Expressive Automated Movie Summary framework (TRAILDREAMS)
• Prompt-Driven Agentic Video Editing System: Autonomous Comprehension of Long-Form, Story-Driven Media
• DIRECT: Video Mashup Creation via Hierarchical Multi-Agent Planning and Intent-Guided Editing
• CutClaw: Agentic Hours-Long Video Editing via Music Synchronization
• From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations
• Representation Learning with Contrastive Predictive Coding
• RoFormer: Enhanced Transformer with Rotary Position Embedding
• Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
• Qwen-Image Technical Report
• Automated Movie Generation via Multi-Agent CoT Planning
• FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces
• Self-Paced and Self-Corrective Masked Prediction for Movie Trailer Generation

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