ToxicTone provides a 52k-clip Mandarin spoken-toxicity dataset with form and source labels, and a multimodal detector that outperforms off-the-shelf text baselines.
The dataset reflects real- world toxicity distributions, including natural class imbalances, such as the higher prevalence of toxic speech in gaming con- tent
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ToxicTone: A Mandarin Audio Dataset Annotated for Toxicity and Toxic Utterance Tonality
ToxicTone provides a 52k-clip Mandarin spoken-toxicity dataset with form and source labels, and a multimodal detector that outperforms off-the-shelf text baselines.