用地图式界面让音频效果探索更直观，边听边调更流畅。
FXplorer: A Map-Based Interface for Exploratory Audio Effect Design
- 将音频效果映射到2D感知空间，支持连续浏览
- 结合机器学习嵌入实现相似性搜索与语义定位
- 适合音乐制作人、声音设计师进行创意探索
音频效果在当代音乐创作中至关重要。然而，多数界面将效果视为离散模块与参数，侧重精准调节而非探索性聆听，导致难以建立对整体变换空间的直觉或在搜寻与精调间自由切换。我们提出FXplorer，一种基于感知的二维空间组织音频效果的交互界面，使声音变换可如地形般连续浏览，而非孤立预设。通过融合成熟的空间交互方式与可解释的DAW风格控制，并结合近期基于嵌入的机器学习方法实现相似性与语义搜索，系统将探索与参数调优整合于同一工作区。用户可通过交互式编辑与插值操作预设，支持创作、制作或现场表演。
原文摘要 · Abstract (English)
Audio effects (FX) shape sound in contemporary music practice. However, most interfaces present them as discrete modules and parameters that favor targeted adjustment over exploratory listening. This separation can make it difficult to build intuition about the broader space of possible transformations or to move fluidly between searching and refinement. We present FXplorer, an interface that organizes audio effects within a perceptually informed 2D space, allowing sound transformations to be browsed as a continuous landscape rather than as isolated presets. By combining established spatial interaction approaches and interpretable DAW-style controls with recent embedding-based machine learning methods for similarity and semantic search, the system brings exploration and parameter refinement into a single workspace. FXplorer supports composition, production, or performance by allowing users to edit and interpolate between effect presets interactively.
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