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EnglishIn this paper the real time implementation of a dynamic time warping based isolated word recognizer on the general purpose, cellular Array Processor (CAP) chip ACIIM will be described. In this implementation a single CAP performs both the preprocessing and the DTW computations. The front-end is based on a parallel filter banck. The DTW computation proceeds on a diagonal basis, where each diagonal is computed by the array of 16 processors contained in the CAP. The time needed for a diagonal computation is 10.5 us. With a pipelined structure in the reference templates, more than 800 DTW computations can be computed in 600 ms assuming an average word duration of 0.8 seconds.
| Titolo: | Large vocabulary isolated words recognizer on a cellular array processor | |
| Autori: | ||
| Data di pubblicazione: | 1989 | |
| Abstract: | In this paper the real time implementation of a dynamic time warping based isolated word recognizer on the general purpose, cellular Array Processor (CAP) chip ACIIM will be described. In this implementation a single CAP performs both the preprocessing and the DTW computations. The front-end is based on a parallel filter banck. The DTW computation proceeds on a diagonal basis, where each diagonal is computed by the array of 16 processors contained in the CAP. The time needed for a diagonal computation is 10.5 us. With a pipelined structure in the reference templates, more than 800 DTW computations can be computed in 600 ms assuming an average word duration of 0.8 seconds. | |
| Handle: | http://hdl.handle.net/11368/2796729 | |
| Appare nelle tipologie: | 4.1 Contributo in Atti Convegno (Proceeding) |
