A narrative review of 30 recent papers classifies AI sound-effect generators by input modality and summarizes reported progress and remaining limitations in temporal sync, evaluation, and controllability.
IEEE/ACM Transactions on Audio, Speech, and Language Processing32, 1573–1585 (2024)
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AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities
A narrative review of 30 recent papers classifies AI sound-effect generators by input modality and summarizes reported progress and remaining limitations in temporal sync, evaluation, and controllability.