Title :
Parental control based on speaker class verification
Author :
Shirali-Shahreza, Sajad ; Sameti, Hossein ; Shirali-Shahreza, Mohammad
Author_Institution :
Dept. of Comput. Eng., Sharif Univ. of Technol., Tehran
fDate :
8/1/2008 12:00:00 AM
Abstract :
Restricting children access to materials unsuitable for them such as violence scenes is very important for parents. So there is a feature named Parental Control in devices such as televisions and computers to define the contents children can access. The parental control setting must be protected from children and is usually done by a password. In this paper, we propose a new method for distinguishing between adult users and child users based on human speech. In our proposed method, the user must say a word and the adult users are identified by processing the speech. Our current implementation has 92.5% accuracy for distinguishing adult users from children.
Keywords :
access control; speaker recognition; children access; human speech; parental control; speaker class verification; Government; Home appliances; Home computing; Humans; Internet; Layout; Protection; Speech processing; Support vector machines; TV; Parental Control, Speech Processing, Spoken Interfaces, Support Vector Machines (SVM);
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2008.4637613