Comparative study on VQ-based efficient mandarin speech recognition method

摘要

A VQ-based efficient recognition method is introduced, and the key parameters of this method are comparatively studied. This method is especially designed for mandarin speaker-dependent small-size word set recognition. It has less complexity, less resource consumption but higher ARR (accurate recognition rate) compared with traditional HMM or NN approach. A large-scale test on the task of 11 mandarin digits recognition shows that the WER (work error rate) can reach 3.86. This method is suitable for being embedded in PDA (personal digital assistant), mobile phone and so on to perform voice controlling like digits dialing, name dialing, calculating, voice commanding, etc.