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CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning

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IEEE2019-02-25 更新2026-04-17 收录
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https://ieee-dataport.org/open-access/clear-dataset-compositional-language-and-elementary-acoustic-reasoning
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We introduced the task of acoustic question answering (AQA) in https://arxiv.org/abs/1811.10561.This dataset aim to promote research in the acoustic reasoning area.It comprise Acoustic Scenes and multiple questions/answers for each of them.Each question is accompanied by a functional program which describe the reasoning steps needed in order to answer it. The dataset is constitued is separated in 3 sets :Training35 000 acoustic scenes1 400 000 questions/answersValidation7 500 acoustic scenes300 000 questions/answersTest7 500 acoustic scenes300 000 questions/answers The generation code is available at https://github.com/IGLU-CHISTERA/CLEAR-dataset-generationThe dataset can be easily regenerated with a different amount of scene/questions/answers.
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2019-02-25
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