Special Report, Science, Americas

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Speech Recognition Projection Geometry Bilingual Video Processing. Human activity recognition can strongly benefit from the combined use of audio and video data. For our paper, we want to investigate the use of video data to reconstruct the speaker geometry in 3D and then use this information to develop a speaker recognition system. Our approach addresses the strong need to develop a speech recognition system that can help transcribe student conversations from video recordings of collaborative learning environments. We present an example in Figure 1. In this example, a small group of students is sitting around the table, using the keyboard to program the Raspberry Pi. POSTSUBSCRIPT) with respect to the omnidirectional microphone placed on the center of the table. In Fig. 1, we also see several other speakers talking in the background (refer to green dots). The students speak in both Spanish and English. Student speech recognition in this environment is very challenging due to cross-talk, background noise, and the use of multiple languages.




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