Title :
Performance evaluation of front end speech enhancement techniques
Author :
Bhowmick, Anirban ; Chandra, Mahesh ; Biswas, Arijit ; Sahu, P.K.
Author_Institution :
Dept. of Electron. & Commun. Eng, BIT, Ranchi, India
Abstract :
In this paper the performance of speech enhancement algorithms was evaluated and compared in terms of improvement in Signal-to-Noise Ratio (SNR) and speech quality. Clean and noisy version of one Continuous Hindi speech sentence was used for performing the experiments. Noisy version is obtained by mixing F16 noise, operations room noise and machine gun noise to clean speech signal at different SNR levels. The study of this paper leads to the utility of speech enhancement algorithms for different noises based on their characteristics.
Keywords :
signal denoising; speech enhancement; F16 noise; SNR; continuous Hindi speech sentence; front end speech enhancement techniques; machine gun noise; noisy version; operations room noise; performance evaluation; signal-to-noise ratio; speech quality; Noise measurement; Signal to noise ratio; Speech; Speech enhancement; Subtraction techniques; Wiener filters; SNR; Speech Enhancement; Speech Quality;
Conference_Titel :
Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-1-4799-3078-4
DOI :
10.1109/ICACCI.2014.6968541