A Survey on Speech Recognition Technique
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 10
Abstract
This paper provides a survey on feature extraction for speech recognition and discusses the techniques and system that make it possible for computers to accept speech as input. This paper shows the major developments in the field of speech recognition. This paper draw special attention to the speech recognition techniques and provides a brief description about the four stages where the speech recognition techniques are classified. In addition, this paper gives a detailed information of four feature extraction techniques: Linear Predictive Coding (LPC), Mel-frequency cepstrum coefficient (MFCCs), RASTA filtering and Probabilistic Linear Discriminate Analysis (PLDA). The objective of this paper is to summarize the feature extractions techniques used in speech recognition system.
Authors and Affiliations
Mr. Shetty Bhavesh. R, Mr. Kurapati Shyam. S. , Mr. Kurapati Ram. S. , Prof. Joshi Parag. S.
Keywords
Related Articles
- EP ID EP21345
- DOI -
- Views 333
- Downloads 5
Analysing Deep Learning as A Machine Learning Algorithm
Deep Learning (DL) is one of the most frequently used machine learning algorithms today and it has been the part of the research field for quite a long time. Still, it has a lot to contribute. Deep learning is an improv...
Finite Element Thermal Analysis of Ceramic Coated Aluminium Silicon Alloy on Piston
the last few years the usage is increase in the utilisation of aluminium-silicon alloys, especially in the automobile industries, due to their high strength to weight ratio, wear resistance, low density, low coefficient...
Performance Evaluation of Crumb Rubber Modified Bitumen by Using Various Sizes of Crumb Rubber
Increase in environmental concerns has been leading to develop innovative and eco-friendly ideas to re-use the waste byproducts from industries and domestic use. The abundance and increase of waste tyre disposal is a se...
An Overview on Speaker Identification Technologies
This paper aims at providing a brief overview into the area of speaker recognition. Speaker recognition can be classified into text dependent and the text independent methods. This paper gives an overview of major techn...
Design and Analysis of Semi Monocoque Used Sandwich Composite Beam
A sandwich-structured composite is a special class of composite materials that is fabricated by attaching two thin but stiff skins to a lightweight but thick core. The core material is normally low strength material, bu...