Matches in SemOpenAlex for { <https://semopenalex.org/work/W2000560576> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2000560576 abstract "The training procedure of Hidden Markov Model (HMM) based Speech Recognition is often very time consuming because of its high computational complexity. The new parallel hardware like GPU can provide multi-thread processing and very high floating-point capability. We take advantage of GPU to accelerate a popular HMM-based Speech Recognition package - HTK. Based on the sequential code of HTK, we design the paraTraining, a parallel training model in HTK and develop different optimization methods to improve the performance of HTK on GPU which include unrolling the nested loops and using reduction add which can maximize the number of threads per block, using warp mechanism of GPU to reduce synchronizing latency, building different indices of threads to address data efficiently. Experimental results show that about 20+ speedup can be achieved without loss in accuracy. We also discuss the implementation of our method on multi-GPU and got around two times speedup compared with on single-GPU." @default.
- W2000560576 created "2016-06-24" @default.
- W2000560576 creator A5014958566 @default.
- W2000560576 creator A5041761875 @default.
- W2000560576 creator A5089968146 @default.
- W2000560576 date "2012-05-01" @default.
- W2000560576 modified "2023-10-05" @default.
- W2000560576 title "Accelerating the Training of HTK on GPU with CUDA" @default.
- W2000560576 cites W1502984613 @default.
- W2000560576 cites W2016939324 @default.
- W2000560576 cites W2100969003 @default.
- W2000560576 cites W2105594594 @default.
- W2000560576 cites W2108157916 @default.
- W2000560576 cites W2122028591 @default.
- W2000560576 cites W2125838338 @default.
- W2000560576 cites W2131629857 @default.
- W2000560576 cites W2142384583 @default.
- W2000560576 cites W2158791054 @default.
- W2000560576 doi "https://doi.org/10.1109/ipdpsw.2012.235" @default.
- W2000560576 hasPublicationYear "2012" @default.
- W2000560576 type Work @default.
- W2000560576 sameAs 2000560576 @default.
- W2000560576 citedByCount "1" @default.
- W2000560576 countsByYear W20005605762016 @default.
- W2000560576 crossrefType "proceedings-article" @default.
- W2000560576 hasAuthorship W2000560576A5014958566 @default.
- W2000560576 hasAuthorship W2000560576A5041761875 @default.
- W2000560576 hasAuthorship W2000560576A5089968146 @default.
- W2000560576 hasConcept C111919701 @default.
- W2000560576 hasConcept C138101251 @default.
- W2000560576 hasConcept C154945302 @default.
- W2000560576 hasConcept C173608175 @default.
- W2000560576 hasConcept C201410400 @default.
- W2000560576 hasConcept C21442007 @default.
- W2000560576 hasConcept C23224414 @default.
- W2000560576 hasConcept C2778119891 @default.
- W2000560576 hasConcept C41008148 @default.
- W2000560576 hasConcept C50630238 @default.
- W2000560576 hasConcept C68339613 @default.
- W2000560576 hasConcept C76155785 @default.
- W2000560576 hasConcept C82876162 @default.
- W2000560576 hasConceptScore W2000560576C111919701 @default.
- W2000560576 hasConceptScore W2000560576C138101251 @default.
- W2000560576 hasConceptScore W2000560576C154945302 @default.
- W2000560576 hasConceptScore W2000560576C173608175 @default.
- W2000560576 hasConceptScore W2000560576C201410400 @default.
- W2000560576 hasConceptScore W2000560576C21442007 @default.
- W2000560576 hasConceptScore W2000560576C23224414 @default.
- W2000560576 hasConceptScore W2000560576C2778119891 @default.
- W2000560576 hasConceptScore W2000560576C41008148 @default.
- W2000560576 hasConceptScore W2000560576C50630238 @default.
- W2000560576 hasConceptScore W2000560576C68339613 @default.
- W2000560576 hasConceptScore W2000560576C76155785 @default.
- W2000560576 hasConceptScore W2000560576C82876162 @default.
- W2000560576 hasLocation W20005605761 @default.
- W2000560576 hasOpenAccess W2000560576 @default.
- W2000560576 hasPrimaryLocation W20005605761 @default.
- W2000560576 hasRelatedWork W1928605871 @default.
- W2000560576 hasRelatedWork W2010970156 @default.
- W2000560576 hasRelatedWork W2057774067 @default.
- W2000560576 hasRelatedWork W2070865675 @default.
- W2000560576 hasRelatedWork W2133693067 @default.
- W2000560576 hasRelatedWork W2588972138 @default.
- W2000560576 hasRelatedWork W2770405949 @default.
- W2000560576 hasRelatedWork W2998169068 @default.
- W2000560576 hasRelatedWork W4235861380 @default.
- W2000560576 hasRelatedWork W4236883517 @default.
- W2000560576 isParatext "false" @default.
- W2000560576 isRetracted "false" @default.
- W2000560576 magId "2000560576" @default.
- W2000560576 workType "article" @default.