Publications
Detailed Information
VLSI for 5000-word continuous speech recognition
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Choi, Young-kyu | - |
dc.contributor.author | You, Kisun | - |
dc.contributor.author | Choi, Jungwook | - |
dc.contributor.author | Sung, Wonyong | - |
dc.date.accessioned | 2009-08-05T05:58:05Z | - |
dc.date.available | 2009-08-05T05:58:05Z | - |
dc.date.issued | 2009-04 | - |
dc.identifier.citation | IEEE International Acoustics, Speech and Signal Processing (ICASSP), pp. 557-560, Apr. 2009 | en |
dc.identifier.isbn | 978-1-4244-2353-8 | - |
dc.identifier.issn | 1520-6149 | - |
dc.identifier.uri | http://www.icassp09.com | - |
dc.identifier.uri | https://hdl.handle.net/10371/6174 | - |
dc.description.abstract | We have developed a VLSI chip for 5,000 word speakerindependent continuous speech recognition. This chip employs a context-dependent HMM (hidden Markov model) based speech recognition algorithm, and contains emission probability and Viterbi beam search pipelined hardware units. The feature vector for speech recognition is computed using a host processor in software in order to adopt various enhancement algorithms. The amount of internal SRAM size is minimized by moving data out to the external DRAM, and a custom DRAM controller module is designed to efficiently read and write consecutive data. The experimental result shows that the implemented system has a realtime factor of 0.77 and 0.55 using SDRAM and DDR SDRAM, respectively. | en |
dc.description.sponsorship | This work was supported in part by the Brain Korea 21
Project and ETRI SoC Industry Promotion Center Human Resource Development Project for IT SoC Architect. | en |
dc.language.iso | en | - |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en |
dc.subject | speech recognition | en |
dc.subject | very-large-scale integration | en |
dc.subject | LVCSR | en |
dc.title | VLSI for 5000-word continuous speech recognition | en |
dc.type | Article | en |
dc.contributor.AlternativeAuthor | 최영규 | - |
dc.contributor.AlternativeAuthor | 유기선 | - |
dc.contributor.AlternativeAuthor | 최정욱 | - |
dc.contributor.AlternativeAuthor | 성원용 | - |
dc.identifier.doi | 10.1109/ICASSP.2009.4959644 | - |
- Appears in Collections:
- Files in This Item:
Item View & Download Count
Items in S-Space are protected by copyright, with all rights reserved, unless otherwise indicated.