Ravichander Vipperla, Samin S. Ishtiaq, Rui Li, S. Bhattacharya, Ilias Leontiadis, N. Lane
{"title":"学会倾听……设备内置","authors":"Ravichander Vipperla, Samin S. Ishtiaq, Rui Li, S. Bhattacharya, Ilias Leontiadis, N. Lane","doi":"10.1145/3400713.3400715","DOIUrl":null,"url":null,"abstract":"We have reached an important milestone in Automatic Speech Recognition (ASR) technology, with major industrial AI companies, such as Samsung, Google, Apple, and Amazon releasing high-quality ASR models that run completely on-device, e.g., on consumer smartphones. This is the consequence of giant strides in technological advancements: from making commercial grade ASR systems feasible; to large scale cloud deployments; to the present day state-of-the-art models that run on resource constrained devices.","PeriodicalId":29918,"journal":{"name":"GetMobile-Mobile Computing & Communications Review","volume":"42 1","pages":"5 - 9"},"PeriodicalIF":0.7000,"publicationDate":"2020-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Learning to Listen... On-Device\",\"authors\":\"Ravichander Vipperla, Samin S. Ishtiaq, Rui Li, S. Bhattacharya, Ilias Leontiadis, N. Lane\",\"doi\":\"10.1145/3400713.3400715\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We have reached an important milestone in Automatic Speech Recognition (ASR) technology, with major industrial AI companies, such as Samsung, Google, Apple, and Amazon releasing high-quality ASR models that run completely on-device, e.g., on consumer smartphones. This is the consequence of giant strides in technological advancements: from making commercial grade ASR systems feasible; to large scale cloud deployments; to the present day state-of-the-art models that run on resource constrained devices.\",\"PeriodicalId\":29918,\"journal\":{\"name\":\"GetMobile-Mobile Computing & Communications Review\",\"volume\":\"42 1\",\"pages\":\"5 - 9\"},\"PeriodicalIF\":0.7000,\"publicationDate\":\"2020-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"GetMobile-Mobile Computing & Communications Review\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3400713.3400715\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"TELECOMMUNICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"GetMobile-Mobile Computing & Communications Review","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3400713.3400715","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"TELECOMMUNICATIONS","Score":null,"Total":0}
We have reached an important milestone in Automatic Speech Recognition (ASR) technology, with major industrial AI companies, such as Samsung, Google, Apple, and Amazon releasing high-quality ASR models that run completely on-device, e.g., on consumer smartphones. This is the consequence of giant strides in technological advancements: from making commercial grade ASR systems feasible; to large scale cloud deployments; to the present day state-of-the-art models that run on resource constrained devices.