| Presentation | 1996/12/13 Continuous Speech Recognition Using LR Parsing With Effective Hypotheses Merging Mechanism Tomokazu YAMADA, Shoichi MATSUNAGA, Shigeki SAGAYAMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a Viterbi search algorithm for continuous speech recognition using context-dependent phone models under the constraint defined by a context-free grammar (CFG). It is based on a frame synchronous LR parser which dynamically generates a finite state network (FSN) from the CFG with an efficient path merging mechanism. Full context-dependency (intra- and inter-word context) is taken into account. This paper first describes the algorithm and the processing mechanism, then compares the experimental results of our algorithm and the conventional tree-based HMM-LR speech recognition algorithm which uses HMMs and an LR parser in phone-synchronous processing. The experiments show that our algorithm runs faster than the HMM-LR algorithm with an equivalent recognition accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Speech Recognition / HMM / LR Parser / One-pass Search / Finite State Automaton |
| Paper # | NLC96-54,SP96-85 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 1996/12/13(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) | Continuous Speech Recognition Using LR Parsing With Effective Hypotheses Merging Mechanism |
| Sub Title (in English) | |
| Keyword(1) | Speech Recognition |
| Keyword(2) | HMM |
| Keyword(3) | LR Parser |
| Keyword(4) | One-pass Search |
| Keyword(5) | Finite State Automaton |
| 1st Author's Name | Tomokazu YAMADA |
| 1st Author's Affiliation | NTT Human Interface Labolatories() |
| 2nd Author's Name | Shoichi MATSUNAGA |
| 2nd Author's Affiliation | NTT Human Interface Labolatories |
| 3rd Author's Name | Shigeki SAGAYAMA |
| 3rd Author's Affiliation | NTT Human Interface Labolatories |
| Date | 1996/12/13 |
| Paper # | NLC96-54,SP96-85 |
| Volume (vol) | vol.96 |
| Number (no) | 420 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |