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REAL-TIME VERBAL HARASSMENT DETECTION SYSTEM

机译:实时口头骚扰检测系统

摘要

In some cases, a verbal harassment detection system may use machine learning models to detect verbal harassment in real-time or near real-time. The system may receive an audio segment comprising a portion of audio captured by a microphone located within a vehicle. Further, the system may convert the audio segment to a text segment. The system may provide at least the text segment to a prediction model associated with verbal harassment detection to obtain a harassment prediction. Further, the system may provide the audio segment to an emotion detector to obtain a detected emotion of a speaking user that made an utterance included in the audio segment. Based at least in part on the harassment prediction and the detected emotion, the system may automatically, and without user intervention, determine whether a user is being harassed.
机译:在某些情况下,口头骚扰检测系统可以使用机器学习模型来实时或接近实时检测口头骚扰。该系统可以接收包括由位于车辆内的麦克风捕获的音频的一部分的音频段。此外,系统可以将音频段转换为文本段。该系统可以至少向文本段提供给与口头骚扰检测相关联的预测模型以获得骚扰预测。此外,该系统可以向情绪检测器提供音频段以获得检测到的讲话用户的情绪,其使包括在音频段中的话语。至少部分地基于骚扰预测和检测到的情绪,系统可以自动,并且没有用户干预,确定用户是否被骚扰。

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