R. Dobre, C. Paleologu, S. Ciochină, C. Negrescu, D. Stanomir
{"title":"APA在法庭降噪中的性能研究","authors":"R. Dobre, C. Paleologu, S. Ciochină, C. Negrescu, D. Stanomir","doi":"10.1109/SPED.2017.7990442","DOIUrl":null,"url":null,"abstract":"Multimedia files, either video or audio, could greatly influence the final verdict of a trial when accepted as evidence. The abundance of free editing software available nowadays make forgeries a very easy operation. Audio messages, even if authentic, in some cases, can be heavily masked by other signals and declared unusable. This paper presents the investigations on the performance of the affine projection algorithm (APA) in recovering a speech signal drowned in a loud musical signal and it represents a contribution to the multimedia forensic domain. The APA was tested in multiple situations showing the top performance limits and how the working parameters influence those limits.","PeriodicalId":345314,"journal":{"name":"2017 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Investigation on the performances of APA in forensic noise reduction\",\"authors\":\"R. Dobre, C. Paleologu, S. Ciochină, C. Negrescu, D. Stanomir\",\"doi\":\"10.1109/SPED.2017.7990442\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Multimedia files, either video or audio, could greatly influence the final verdict of a trial when accepted as evidence. The abundance of free editing software available nowadays make forgeries a very easy operation. Audio messages, even if authentic, in some cases, can be heavily masked by other signals and declared unusable. This paper presents the investigations on the performance of the affine projection algorithm (APA) in recovering a speech signal drowned in a loud musical signal and it represents a contribution to the multimedia forensic domain. The APA was tested in multiple situations showing the top performance limits and how the working parameters influence those limits.\",\"PeriodicalId\":345314,\"journal\":{\"name\":\"2017 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPED.2017.7990442\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPED.2017.7990442","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Investigation on the performances of APA in forensic noise reduction
Multimedia files, either video or audio, could greatly influence the final verdict of a trial when accepted as evidence. The abundance of free editing software available nowadays make forgeries a very easy operation. Audio messages, even if authentic, in some cases, can be heavily masked by other signals and declared unusable. This paper presents the investigations on the performance of the affine projection algorithm (APA) in recovering a speech signal drowned in a loud musical signal and it represents a contribution to the multimedia forensic domain. The APA was tested in multiple situations showing the top performance limits and how the working parameters influence those limits.