There is disclosed a grinding apparatus for fabrication of a liquid crystal display device that is adaptive for improving the adsorption defect of a substrate onto a substrate stage. A limiting protrusion is formed between the positioning protrusion and a groove. This process can be repeated for several iterations to obtain an improved speech recognition model.