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You never change things by fighting the existing reality. To change something, build a new model that makes the existing model obsolete.
The Importance of Detailed Requirements The purchase of an Automatic Speech Recognition (ASR) System is a challenging exercise. Consequently, if done poorly, the resulting program execution risks being a disaster. Spending time on writing requirements for speech recognition permits the evaluation and testing of ASR
An acoustic model is used in automatic speech recognition to represent the relationship between an audio signal and the phonemes or other linguistic units that make up speech. A well trained acoustic model (often called a voice model) is critical in the performance of an