| Presentation | 2009-12-21 Something is Missing in Automatic Speech Recognition Research Sadaoki Furui, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | I have been working on automatic speech recognition(ASR)research for almost 40 years. Although ASR technology has made significant progress based on statistical techniques during this period, its performance is still far below that of human beings. Technological progress reported at conferences and in journals has recently begun to saturate, and it is unclear how we can best continue to approach human levels of accuracy. It seems that something is missing in the approach of current research. Although it is unclear exactly what is missing, it seems we need to construct a framework for statistical knowledge processing which can achieve reliable recognition by optimally combining various knowledge resources modeled at many levels. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | speech recognition / statistical methods / various knowledge sources / knowledge processing / parallel processing / evaluation / international leadership |
| Paper # | NLC2009-16,SP2009-80 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2009/12/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Something is Missing in Automatic Speech Recognition Research |
| Sub Title (in English) | |
| Keyword(1) | speech recognition |
| Keyword(2) | statistical methods |
| Keyword(3) | various knowledge sources |
| Keyword(4) | knowledge processing |
| Keyword(5) | parallel processing |
| Keyword(6) | evaluation |
| Keyword(7) | international leadership |
| 1st Author's Name | Sadaoki Furui |
| 1st Author's Affiliation | Tokyo Institute of Technology, Department of Computer Science() |
| Date | 2009-12-21 |
| Paper # | NLC2009-16,SP2009-80 |
| Volume (vol) | vol.109 |
| Number (no) | 355 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |