ViToSA is the first Vietnamese audio benchmark for toxic span detection, pairing fine-tuned ASR with text-based span models to locate toxic phrases in speech.
The Sounds of Cyber Threats
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abstract
The Internet enables users to access vast resources, but it can also expose users to harmful cyber-attacks. This paper investigates human factors issues concerning the use of sounds in a cyber-security domain. It describes a methodology, referred to as sonification, to effectively design and develop auditory cyber-security threat indicators to warn users about cyber-attacks. A case study is presented, along with the results, of various types of usability testing with a number of Internet users who are visually impaired. The paper concludes with a discussion of future steps to enhance this work.
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ViToSA: Audio-Based Toxic Spans Detection on Vietnamese Speech Utterances
ViToSA is the first Vietnamese audio benchmark for toxic span detection, pairing fine-tuned ASR with text-based span models to locate toxic phrases in speech.