It has become popular for people to share their opinions about products on TikTok and YouTube. Automatic sentiment extraction a particular product can assist users in making buying decisions. For videos languages such as Spanish, the tone of voice be used determine sentiments, since translation is often unknown. In this paper, we propose novel algorithm classify sentiments speech presence envir...