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- W3158978276 abstract "We consider the task of retrieving audio using free-form natural language queries. To study this problem, which has received limited attention in the existing literature, we introduce challenging new benchmarks for text-based audio retrieval using text annotations sourced from the Audiocaps and Clotho datasets. We then employ these benchmarks to establish baselines for cross-modal audio retrieval, where we demonstrate the benefits of pre-training on diverse audio tasks. We hope that our benchmarks will inspire further research into cross-modal text-based audio retrieval with free-form text queries." @default.
- W3158978276 created "2021-05-10" @default.
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- W3158978276 date "2021-05-05" @default.
- W3158978276 modified "2023-09-27" @default.
- W3158978276 title "Audio Retrieval with Natural Language Queries" @default.
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