上传板球比赛视频生成音频解说由YOLOv8和变压器

Karnati Sai Shashank, N. P. Prasad, K. S. Reddy, L. Rao
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引用次数: 0

摘要

主要目的是张贴板球视频和制作音频评论。使板球视频自动生成音频解说。YOLOv8模型用于从图像中提取特征,然后由Transformer-LSTM网络生成响应作为文本,然后将其转换为音频。该模型提供可变长度的输入数据和连续输出。此外,该模型还可以利用时间信息来预测投球手的投球长度和击球手的击球选择,以及球的结果。但是,没有执行这些任务的标准数据。因此,本研究将数据收集进行分类。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Upload Cricket Match Video to Generate Audio Commentary by YOLOv8 and Transformer
The main purpose is to post cricket videos and create audio commentary. Make cricket video automatically generate audio commentary. The YOLOv8 model is used to extract the features from the image and is followed by Transformer-LSTM network to generate the response as text, which is then converted to audio. The proposed model serves variable length input data and consecutive outputs. In addition, the model can use timing information for predict the pitch and the length of the bowler's delivery and the batsman's shot selection, and the outcome of the ball. However, there is no standard data to perform those tasks. So, this study performs data collection to classification.
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