Keywords: شناسایی نقطه پایان; Gujarati Speech recognition; low resource languages; speech recognition; in-ear microphone; End point detection; Energy Entropy feature; two layers and three layers neural networks; MFCC; conjugate gradient (CG); Levenberg-Marquardt (LM)