Quality Audio Prototyping: a prototype system for unified sound retrieval and procedural generation
arXiv:2606.00629v1 Announce Type: cross Abstract: Sound design workflows frequently oscillate between time-consuming library searches and the complexity of procedural synthesis, with practitioners typically relying on disconnected tools to address each challenge separately. This paper introduces Quality Audio Prototyping (QuAP), a working prototype that unifies content-based audio retrieval and procedural sound generation within a single interface, reducing the procedural distance between a narrative concept and its sonic realisation. QuAP integrates a similarity-based retrieval engine with re
The proliferation of AI-driven synthesis and retrieval techniques is enabling integrated creative tools that streamline complex digital workflows, making this type of system timely.
This development represents a step towards more intuitive and efficient content creation tools, particularly in sound design, which can lower barriers to entry and accelerate creative processes.
Sound designers will have access to unified tools that integrate previously disparate functionalities, reducing the 'procedural distance' from concept to sonic output.
- · Sound designers
- · Game developers
- · Filmmakers
- · AI tool developers
- · Providers of disaggregated sound libraries
- · Manual audio synthesis specialists
Creative industries will see accelerated timelines for audio production due to integrated tools.
The demand for highly specialized, niche audio tools may decrease as general-purpose systems improve.
This could lead to a democratization of advanced sound design, enabling more creators with limited technical skills to produce high-quality audio.
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Read at arXiv cs.LG