Bengali Automatic Speech Recognition System
Bengali Automatic Speech Recognition System
Ahnaf Mozib Samin, M. Humayon Kobir, M. Shahidur Rahman
Dec 2019
Description
ASR is the process of converting an acoustic signal to a sequence of words. In our thesis work, we prepared a 241.2 hours long speech corpus and then we evaluated our corpus with an existing corpus in Bengali Language. We implemented a Convolutional Neural Network based system for the first time in Bengali language. We got 19.86% word error rate with the CNN based model and 23.49% word error rate with the RNN based model.
Type Poster
Location SUST, Bangladesh