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This dataset is derived from the evaluation subset of Clotho dataset. It is designed to analyze the behavior of the captioning system under certain perturbation in order to try and identify some open challenges in automated audio captioning. The original audio clips are transformed with audio_degrader. The transformations applied are the following: Microphone response simulation Mixup with another clip from the dataset (ratio -6dB, -3dB and 0dB) Additive noise from DESED (ratio -12dB, -6dB, 0dB)
Automated audio captioning
Automated audio captioning
| citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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| downloads | 104 |

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