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This paper introduces the system submitted by dun_oscar team for the ICPR MSRChallenge. Three subsystems for task1-task3 are descripted respectively. Intask1, we develop a visual system which includes a OCR model, a text tracker,and a NLP classifier for distinguishing subtitles and non-subtitles. In task2,we employ an ASR system which includes an AM with 18 layers and a 4-gram LM.Semi-supervised learning on unlabeled data is also vital. In task3, we employthe ASR system to improve the visual system, some false subtitles can becorrected by a fusion module.

The System Description of dun_oscar team for The ICPR MSR Challenge