A. Rehash Rushmi Pavitra, K. Anushree, A. V. R. Akshayalakshmi, K. Vijayalakshmi
{"title":"用于用户面部识别的人工智能(AI)音乐播放器系统","authors":"A. Rehash Rushmi Pavitra, K. Anushree, A. V. R. Akshayalakshmi, K. Vijayalakshmi","doi":"10.1109/INCET57972.2023.10170476","DOIUrl":null,"url":null,"abstract":"Artificial Intelligence (AI) refers to the use of advanced computational algorithms and technologies to replicate or simulate human intelligence in machines or computer systems. Human expression is incredibly important in determining a person’s current condition and mood. AI is utilized to analyze human facial expressions and extract emotions based on features such as cheeks, forehead, eyes, and smiles. In addition, “songs” refers to an expressive medium that has always been the best option for analyzing and comprehending human emotions. The proposed ’smart music player' is a programmed system that functions under the assumption that we can tell someone’s mood by the expression on his/her face. This model that recognizes facial micro-expressions with multicultural facial expression details, recommends music in accordance with corresponding mood. It is developed using a combination of song’s features and micro-expression recognition technology of convolutional neural network. To do this, group facial expressions into seven distinct emotional groups, including happy, sad, angry, neutral, surprise and disgust. The primary objective of this study paper is to present an overview of a useful music player and social companion that automatically creates a playlist that will brighten your day based on your emotional condition, along with recommendations for future studies in the field of recommendation systems.","PeriodicalId":403008,"journal":{"name":"2023 4th International Conference for Emerging Technology (INCET)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial Intelligence (AI) Enabled Music Player System for User Facial Recognition\",\"authors\":\"A. Rehash Rushmi Pavitra, K. Anushree, A. V. R. Akshayalakshmi, K. Vijayalakshmi\",\"doi\":\"10.1109/INCET57972.2023.10170476\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Artificial Intelligence (AI) refers to the use of advanced computational algorithms and technologies to replicate or simulate human intelligence in machines or computer systems. Human expression is incredibly important in determining a person’s current condition and mood. AI is utilized to analyze human facial expressions and extract emotions based on features such as cheeks, forehead, eyes, and smiles. In addition, “songs” refers to an expressive medium that has always been the best option for analyzing and comprehending human emotions. The proposed ’smart music player' is a programmed system that functions under the assumption that we can tell someone’s mood by the expression on his/her face. This model that recognizes facial micro-expressions with multicultural facial expression details, recommends music in accordance with corresponding mood. It is developed using a combination of song’s features and micro-expression recognition technology of convolutional neural network. To do this, group facial expressions into seven distinct emotional groups, including happy, sad, angry, neutral, surprise and disgust. The primary objective of this study paper is to present an overview of a useful music player and social companion that automatically creates a playlist that will brighten your day based on your emotional condition, along with recommendations for future studies in the field of recommendation systems.\",\"PeriodicalId\":403008,\"journal\":{\"name\":\"2023 4th International Conference for Emerging Technology (INCET)\",\"volume\":\"56 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 4th International Conference for Emerging Technology (INCET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/INCET57972.2023.10170476\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 4th International Conference for Emerging Technology (INCET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INCET57972.2023.10170476","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Artificial Intelligence (AI) Enabled Music Player System for User Facial Recognition
Artificial Intelligence (AI) refers to the use of advanced computational algorithms and technologies to replicate or simulate human intelligence in machines or computer systems. Human expression is incredibly important in determining a person’s current condition and mood. AI is utilized to analyze human facial expressions and extract emotions based on features such as cheeks, forehead, eyes, and smiles. In addition, “songs” refers to an expressive medium that has always been the best option for analyzing and comprehending human emotions. The proposed ’smart music player' is a programmed system that functions under the assumption that we can tell someone’s mood by the expression on his/her face. This model that recognizes facial micro-expressions with multicultural facial expression details, recommends music in accordance with corresponding mood. It is developed using a combination of song’s features and micro-expression recognition technology of convolutional neural network. To do this, group facial expressions into seven distinct emotional groups, including happy, sad, angry, neutral, surprise and disgust. The primary objective of this study paper is to present an overview of a useful music player and social companion that automatically creates a playlist that will brighten your day based on your emotional condition, along with recommendations for future studies in the field of recommendation systems.