A Review of the Advancement in Speech Emotion Recognition for Indo‐Aryan and Dravidian Languages

ST Alam Monisha, S Sultana - Advances in Human‐Computer …, 2022 - Wiley Online Library
Speech emotion recognition (SER) has grown to be one of the most trending research topics
in computational linguistics in the last two decades. Speech being the primary …

Automatic speech emotion recognition of younger school age children

Y Matveev, A Matveev, O Frolova, E Lyakso, N Ruban - Mathematics, 2022 - mdpi.com
This paper introduces the extended description of a database that contains emotional
speech in the Russian language of younger school age (8–12-year-old) children and …

Impact of feature extraction and feature selection algorithms on Punjabi speech emotion recognition using convolutional neural network

K Kaur, P Singh - Transactions on Asian and Low-Resource Language …, 2022 - dl.acm.org
As a challenge to refine the spontaneity and productivity of a machine and human
coherence, speech emotion recognition has been an overriding area of research. The …

EmoBone: A Multinational Audio Dataset of Emotional Bone Conducted Speech

MS Hosain, Y Sugiura, MS Rahman… - IEEJ Transactions on …, 2024 - Wiley Online Library
This paper introduces EmoBone, a comprehensive audio‐only emotional bone‐conducted
speech dataset featuring speakers from various countries. The dataset comprises speeches …

Research on Text Classification Based on Deep Neural Network

D Kim - International Journal of Communication Networks and …, 2022 - search.proquest.com
Text classification is one of the classic tasks in the field of natural language processing. The
goal is to identify the category to which the text belongs. Text categorization is widely used in …

Speech Emotion Recognition Using Machine Learning: A Comparative Analysis

S Nath, AK Shahi, T Martin, N Choudhury… - SN Computer …, 2024 - Springer
It is possible to identify emotions based on a person's speech. The field of research focusing
on expressing emotions through voice is continuously evolving. This study utilizes the …

CNN-MFCC model for speaker recognition using emotive speech

S Tomar, SG Koolagudi - 2023 IEEE 8th International …, 2023 - ieeexplore.ieee.org
Finding the appropriate speaker using voice recognition is called" speaker recognition."
Emotive Environment Speaker Recognition (EESR) identifies speakers using distinct …

An Automatic Pipeline For Building Emotional Speech Dataset

NAN Thi, BT Ta, NM Le - 2023 Asia Pacific Signal and …, 2023 - ieeexplore.ieee.org
Emotional speech synthesis has gained attention for enhancing the naturalness and
expressiveness of synthesized speech. However, developing emotional speech synthesis …

Comparison of Various Feature Selection Algorithms in Speech Emotion Recognition

K Kaur, P Singh - AIUB Journal of Science and Engineering (AJSE), 2023 - ajse.aiub.edu
Abstract Speech Emotion Recognition (SER) plays a predominant role in human-machine
interaction. SER is a challenging task because of number of complexities involved in it. For …

Extraction and Analysis of Speech Emotion Features Using Hybrid Punjabi Audio Dataset

K Kaur, P Singh - International Conference on Soft Computing and its …, 2022 - Springer
This paper describes a Punjabi audio emotional dataset that was collected and developed
for the process of Speech Emotion Recognition (SER), specifically done for Punjabi …