Research development and forecast of automatic speech recognition technologies
The purpose of automatic speech recognition (ASR) is to make the machine to be able to “understand” the human speech and transform it to readable text information.ASR is one of the key technologies of human machine interaction and also a hot research domain for a long time.In recent years,due to the...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2018-02-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018095/ |
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| author | Haikun WANG Jia PAN Cong LIU |
| author_facet | Haikun WANG Jia PAN Cong LIU |
| author_sort | Haikun WANG |
| collection | DOAJ |
| description | The purpose of automatic speech recognition (ASR) is to make the machine to be able to “understand” the human speech and transform it to readable text information.ASR is one of the key technologies of human machine interaction and also a hot research domain for a long time.In recent years,due to the application of deep neural networks,the use of big data and the popularity of cloud computing,ASR has made great progress and break through the threshold of application in many industries.More and more products with ASR have entered people’s daily life,such as Apple’s Siri,Amazon’s Alexa,IFLYTEK speech input method and Dingdong intelligent speaker and so on.The development status and key breakthrough technologies in recent years were introduced.Also,a forecast of ASR technologies’ trend of development was given. |
| format | Article |
| id | doaj-art-ac5664b079a94f6da75713688c7d4cfd |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2018-02-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-ac5664b079a94f6da75713688c7d4cfd2025-01-15T03:05:10ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012018-02-013411159596866Research development and forecast of automatic speech recognition technologiesHaikun WANGJia PANCong LIUThe purpose of automatic speech recognition (ASR) is to make the machine to be able to “understand” the human speech and transform it to readable text information.ASR is one of the key technologies of human machine interaction and also a hot research domain for a long time.In recent years,due to the application of deep neural networks,the use of big data and the popularity of cloud computing,ASR has made great progress and break through the threshold of application in many industries.More and more products with ASR have entered people’s daily life,such as Apple’s Siri,Amazon’s Alexa,IFLYTEK speech input method and Dingdong intelligent speaker and so on.The development status and key breakthrough technologies in recent years were introduced.Also,a forecast of ASR technologies’ trend of development was given.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018095/automatic speech recognitiondeep neural networkacoustic modellanguage model |
| spellingShingle | Haikun WANG Jia PAN Cong LIU Research development and forecast of automatic speech recognition technologies Dianxin kexue automatic speech recognition deep neural network acoustic model language model |
| title | Research development and forecast of automatic speech recognition technologies |
| title_full | Research development and forecast of automatic speech recognition technologies |
| title_fullStr | Research development and forecast of automatic speech recognition technologies |
| title_full_unstemmed | Research development and forecast of automatic speech recognition technologies |
| title_short | Research development and forecast of automatic speech recognition technologies |
| title_sort | research development and forecast of automatic speech recognition technologies |
| topic | automatic speech recognition deep neural network acoustic model language model |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018095/ |
| work_keys_str_mv | AT haikunwang researchdevelopmentandforecastofautomaticspeechrecognitiontechnologies AT jiapan researchdevelopmentandforecastofautomaticspeechrecognitiontechnologies AT congliu researchdevelopmentandforecastofautomaticspeechrecognitiontechnologies |