Version 1
: Received: 6 November 2018 / Approved: 7 November 2018 / Online: 7 November 2018 (13:42:22 CET)
How to cite:
MIAN QAISAR, S. Speech Recognition and a Cymatics Based Configurable Speech Perception. Preprints2018, 2018110163. https://doi.org/10.20944/preprints201811.0163.v1
MIAN QAISAR, S. Speech Recognition and a Cymatics Based Configurable Speech Perception. Preprints 2018, 2018110163. https://doi.org/10.20944/preprints201811.0163.v1
MIAN QAISAR, S. Speech Recognition and a Cymatics Based Configurable Speech Perception. Preprints2018, 2018110163. https://doi.org/10.20944/preprints201811.0163.v1
APA Style
MIAN QAISAR, S. (2018). Speech Recognition and a Cymatics Based Configurable Speech Perception. Preprints. https://doi.org/10.20944/preprints201811.0163.v1
Chicago/Turabian Style
MIAN QAISAR, S. 2018 "Speech Recognition and a Cymatics Based Configurable Speech Perception" Preprints. https://doi.org/10.20944/preprints201811.0163.v1
Abstract
This paper propose an original approach of achieving a Cymatics based visual perception of isolated speech commands. The idea is to smartly combine the effective speech processing and analysis methods with the phenomena of Cymatics. In this context, an effective approach for automatic isolated speech based message recognition is proposed. The incoming speech segment is enhanced by applying the appropriate pre-emphasis filtering, noise thresholding and zero alignment operations. The Mel-Frequency Cepstral coefficients (MFCCs), Delta coefficients and Delta-Delta coefficients are extracted from the enhanced speech segment. Later on, the Dynamic Time Warping (DTW) technique is employed to compare these extracted features with the reference templates. The comparison outcomes are used to make the classification decision. The classification decision is transformed into a methodical excitation. Finally, this excitation is converted into the systematic visual perceptions via the phenomenon of Cymatics. The system functionality is tested with an experimental setup and results are presented. The approach is novel and can be employed in various applications like visual art, encryption, education, archeology, architecture, integration of impaired people, etc.
Engineering, Electrical and Electronic Engineering
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.