Emotional Speech Recognition for Marathi Language

B Borade, RR Deshmukh - JOURNAL OF ADVANCED APPLIED …, 2024 - mail.joaasr.com
A spontaneous mental state, emotion does not result from deliberate effort. There are many
different kinds of emotions in a speech. Because it enhances interactions between people …

[PDF][PDF] Emotion recognition system from artificial marathi speech using MFCC and LDA techniques

VB Waghmare, RR Deshmukh… - … on advances in …, 2014 - researchgate.net
There are a variety of temporal and spectral features that can be extracted from human
speech. These features are related to the pitch, Mel Frequency Cepstral Coefficients …

Emotion recognition for instantaneous Marathi spoken words

VV Kamble, RR Deshmukh, AR Karwankar… - Proceedings of the 3rd …, 2015 - Springer
This paper explore on emotion recognition from Marathi speech signals by using feature
extraction techniques and classifier to classify Marathi speech utterances according to their …

[PDF][PDF] Comparative Analysis of Pitch and Formant for Recognizing Emotions of Isolated Marathi Speech

SN RA, RR Deshmukh, VB Waghmare - International Journal of Computer …, 2015 - Citeseer
Recognizing emotions from speech is a tuff task as we are not aware of the features which
will accurately classify the emotions. This paper is an approach to show which speech …

A Machine Learning Approach for Emotion Classification in Bengali Speech

MR Islam, AB Akhi, F Akter, MW Rashid… - International …, 2023 - search.proquest.com
In this research work, we have presented a machine learning strategy for Bengali speech
emotion categorization with a focus on Mel-frequency cepstral coefficients (MFCC) as …

Performance analysis of Malayalam language speech emotion recognition system using ANN/SVM

TM Rajisha, AP Sunija, KS Riyas - Procedia Technology, 2016 - Elsevier
Automatic recognition of emotions from speech by machines has been one of the most
challenging areas of research in the field of human machine interaction. Automatic emotion …

Robustness evaluation of multi-layer perceptron based speech emotion recognition model for Hindi language

S Khurana, A Dev, P Bansal - AIP Conference Proceedings, 2023 - pubs.aip.org
Language intelligence, the speaker's emotional condition etc. are communicated through
human speech. Emotions have the power to change the meaning and context of delivered …

An Urdu speech corpus for emotion recognition

A Asghar, S Sohaib, S Iftikhar, M Shafi… - PeerJ Computer …, 2022 - peerj.com
Emotion recognition from acoustic signals plays a vital role in the field of audio and speech
processing. Speech interfaces offer humans an informal and comfortable means to …

Arabic speech emotion recognition from Saudi dialect corpus

RH Aljuhani, A Alshutayri, S Alahdal - IEEE Access, 2021 - ieeexplore.ieee.org
Recognizing emotions from speech using machine learning algorithms has become an
active research topic lately as a result of the demand for more human interactive …

Emotion recognition from speech: a review

SG Koolagudi, KS Rao - International journal of speech technology, 2012 - Springer
Emotion recognition from speech has emerged as an important research area in the recent
past. In this regard, review of existing work on emotional speech processing is useful for …