Mel-frequency cepstrum

Artificial Intelligent System for Automatic Depression Level Analysis Through Visual and Vocal Expressions

Asim Jan, Hongying Meng, Yona Falinie binti Abd Gaus, Fan Zhang

Citations: 209 • 2017

Speech emotion recognition based on an improved brain emotion learning model

Zhentao Liu, Qiao Xie, Min Wu, Weihua Cao, Ying Mei, Jun-Wei Mao

Citations: 169 • 2018

3D CNN-Based Speech Emotion Recognition Using K-Means Clustering and Spectrograms

Noushin Hajarolasvadi, Hasan Demirel

Citations: 155 • 2019

An evaluation of the robustness of existing supervised machine learning approaches to the classification of emotions in speech

Mohammad Shami, Werner Verhelst

Citations: 131 • 2007

Fusion of mel and gammatone frequency cepstral coefficients for speech emotion recognition using deep C-RNN

U Kumaran, S. Radha Rammohan, Senthil Murugan Nagarajan, A Prathik

Citations: 84 • 2021

Improved Emotion Recognition With a Novel Speaker-Independent Feature

Eun Ho Kim, Kyung Hak Hyun, Soo Hyun Kim, Yoon Keun Kwak

Citations: 80 • 2009

Comparative analysis of audio classification with MFCC and STFT features using machine learning techniques

Mahendra Kumar Gourisaria, Rakshit Agrawal, Manoj Sahni, Pradeep Kumar Singh

Citations: 66 • 2024

Study on emotion recognition and companion Chatbot using deep neural network

Ming-Che Lee, Shu‐Yin Chiang, Sheng‐Cheng Yeh, Ting-Feng Wen

Citations: 65 • 2020

Speech Recognition Using Linear Predictive Coding and Artificial Neural Network for Controlling Movement of Mobile Robot

Suryo Wijoyo

Citations: 63 • 2011

HMM-based Korean speech synthesis system for hand-held devices

Sang-Jin Kim, Jong-Jin Kim, Minsoo Hahn

Citations: 51 • 2006

Automatic Scene Recognition through Acoustic Classification for Behavioral Robotics

Sumair Aziz, Muhammad Awais, Tallha Akram, Muhammad Umar Khan, Musaed Alhussein, Khursheed Aurangzeb

Citations: 48 • 2019

Performance Analysis of Malayalam Language Speech Emotion Recognition System Using ANN/SVM

T.M. Rajisha, A. P. Sunija, K S Riyas

Citations: 48 • 2016

Speech recognition system using enhanced mel frequency cepstral coefficient with windowing and framing method

S. Lokesh, M. Ramya Devi

Citations: 45 • 2017

Surveillance Robot Utilizing Video and Audio Information

Xinyu Wu, Haitao Gong, Pei Chen, Zhi Zhong, Yangsheng Xu

Citations: 43 • 2009

Non-Speech Environmental Sound Classification System for Autonomous Surveillance

Michael Cowling

Citations: 40 • 2004

Detection of sand deposition in pipeline using percussion, voice recognition, and support vector machine

Hao Cheng, Furui Wang, Linsheng Huo, Gangbing Song

Citations: 40 • 2020

Automated Speaker Recognition for Home Service Robots Using Genetic Algorithm and Dempster–Shafer Fusion Technique

Yanmei Zhan, Henry Leung, Keun-Chang Kwak, Hosub Yoon

Citations: 39 • 2009

Improved multi-lingual sentiment analysis and recognition using deep learning

Amjad Rehman

Citations: 39 • 2023

The Implementation of Speech Recognition using Mel-Frequency Cepstrum Coefficients (MFCC) and Support Vector Machine (SVM) method based on Python to Control Robot Arm

Dyah Anggraeni, W. S. Mada Sanjaya, M. Yusuf Solih Nurasyidiek, Madinatul Munawwaroh

Citations: 39 • 2018

Emotion classification in children's speech using fusion of acoustic and linguistic features

Tim Polzehl, Shiva Sundaram, Hamed Ketabdar, Michael Wagner, Florian Metze

Citations: 39 • 2009