Open Source
Multimodal Concert Video Editing: System Design and Exploratory Evaluation
arXiv cs.SD0 views
arXiv:2610.35816v1 Announce Type: cross Abstract: Editing multi-camera concerts requires coordinated decisions about musical relevance, visual quality and cut timing. We present a modular framework that combines instrument activity from multitrack audio, visible instruments and image sharpness with beat-based timing and probabilistic camera selection. An interpretable scoring model links these components to the choice of views over complete shot intervals. Component tests and an exploratory expert study on a four-camera concert yield mixed assessments across the editing variants. The findings motivate extending local audiovisual relevance with contextual and sequence-level criteria. The architecture provides a basis for testing these extensions and studying how component behaviour affects the quality of complete edits.
Source:https://arxiv.org/abs/2610.35816PreviousIntegrate the Reward, Don't Sample It: Window Likelihood for Interruptions and Backchannels in Full-Duplex Speech ModelsNextThe Affective Bridge: Preserving Speech Representations while Enhancing Deepfake Detection via emotional Constraints
Related posts

Onboarding Instrumentation: What to Actually Log Before You Redesign the Flow
0dev.to UX
Iceberg vs Parquet: do you need a table format?
0dev.to Data

Open Source Didn't Ban AI Code. 83% of Its AI Policies Allow It, With One Catch
0dev.to Git
Orbit: A High-Performance Terminal Workspace & System Monitor in Rust with WASM Plugins
0dev.to Rust

Forecasting the U.S. Senate with Prediction Markets and Monte Carlo Simulations
0dev.to AI
VoiceStudio: open-source, fully-local ElevenLabs alternative
0Hacker News New