Oana-Mariana Novac, Stefan-Adrian Toma, Emil Bureaca
{"title":"使用身份向量的说话人验证实验，在罗马尼亚语说话人语料库上","authors":"Oana-Mariana Novac, Stefan-Adrian Toma, Emil Bureaca","doi":"10.1109/sped53181.2021.9587396","DOIUrl":null,"url":null,"abstract":"One of the applications of speaker recognition technologies is in the forensics field. It is reasonable to assume that target speakers are not always cooperating, i.e., there are no available recordings, and even if they are, they are not always in the language for which the speaker was enrolled. In this study we present a set of experiments with an identity vector speaker recognition system, trained and tested with a Romanian language corpus (RoDigits), along with an assessment of its performance when there’s mismatch between training and testing language.","PeriodicalId":193702,"journal":{"name":"2021 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Speaker Verification Experiments using Identity Vectors, on a Romanian Speakers Corpus\",\"authors\":\"Oana-Mariana Novac, Stefan-Adrian Toma, Emil Bureaca\",\"doi\":\"10.1109/sped53181.2021.9587396\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"One of the applications of speaker recognition technologies is in the forensics field. It is reasonable to assume that target speakers are not always cooperating, i.e., there are no available recordings, and even if they are, they are not always in the language for which the speaker was enrolled. In this study we present a set of experiments with an identity vector speaker recognition system, trained and tested with a Romanian language corpus (RoDigits), along with an assessment of its performance when there’s mismatch between training and testing language.\",\"PeriodicalId\":193702,\"journal\":{\"name\":\"2021 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/sped53181.2021.9587396\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/sped53181.2021.9587396","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Speaker Verification Experiments using Identity Vectors, on a Romanian Speakers Corpus
One of the applications of speaker recognition technologies is in the forensics field. It is reasonable to assume that target speakers are not always cooperating, i.e., there are no available recordings, and even if they are, they are not always in the language for which the speaker was enrolled. In this study we present a set of experiments with an identity vector speaker recognition system, trained and tested with a Romanian language corpus (RoDigits), along with an assessment of its performance when there’s mismatch between training and testing language.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
