B KP - Multimedia Tools and Applications, 2020 - Springer
… the implementation and development of a wearable acoustic monitor using PNCC features and pitch information, along with KNNclassifier and it describes the application of speaker …
… tree-based DT, RF and KNNclassifiers. Additional classification performance measures were also … by implementing the Extreme Learning Machine (ELM) technique and the SVM binary …
L Matsane, A Jadhav, R Ajoodha - 2020 IEEE Asia-Pacific …, 2020 - ieeexplore.ieee.org
… in the speechrecognition for building up better classification for … is to have AutomaticSpeech Recognition model capable of … Accordingly to our results, we establish that KNN provide …
… , while the ELMclassifier was used for the classification part in … (KNN). The experimental results showed that the RDA and SVM … While in this work, we propose OGA-ELMusing MFCC …
A Agrima, I Mounir, A Farchi, L Elmaazouzi… - International Journal of …, 2021 - academia.edu
… Automaticspeechrecognition systems give the machine the ability to transform the sound signal into a series of words. The field of automatic language processing … machines (ELM), …
… The automaticspeechrecognition system proposed by [38] utilized MFCC for feature extraction … ELMclassifier demonstrated superior classification accuracy to that of the KNNclassifier. …
… classifier on K-nearestneighbor. They used a combination of … , classification accuracy was obtained through the implementation of an enhanced CNN framework integrated with the ELM …
ZT Liu, M Wu, WH Cao, JW Mao, JP Xu, GZ Tan - Neurocomputing, 2018 - Elsevier
… kinds of traditional classification methods (ie, k-nearest neighbours (KNN) and BP … classification method based on ELM decision tree is proposed to realize speech emotion recognition…
N Yang, N Dey, RS Sherratt… - Journal of Intelligent & …, 2020 - content.iospress.com
… [41] used GMM and K-NearestNeighbor (KNN) as classifiers to identify six emotions in … MFCC features on speech emotion in detail, we used BPNN, ELM, PNN and SVM as classifiers to …