Deep learning approaches for speech emotion recognition: State of the art and research challenges

R Jahangir, YW Teh, F Hanif, G Mujtaba - Multimedia Tools and …, 2021 - Springer
Speech emotion recognition (SER) systems identify emotions from the human voice in the
areas of smart healthcare, driving a vehicle, call centers, automatic translation systems, and …

Hybrid LSTM-transformer model for emotion recognition from speech audio files

F Andayani, LB Theng, MT Tsun, C Chua - IEEE Access, 2022 - ieeexplore.ieee.org
Emotion is a vital component in daily human communication and it helps people understand
each other. Emotion recognition plays a crucial role in developing human-computer …

Speech emotion recognition using MFCC, GFCC, chromagram and RMSE features

H Patni, A Jagtap, V Bhoyar… - 2021 8th International …, 2021 - ieeexplore.ieee.org
In recent years, increasing attention is given to the research of the emotions present in
speech. Various systems are developed aiming to detect the emotions in the speaker's …

A Comparative Study On Speech Emotion Recognition

A Sandesara, S Parikh, P Sapovadiya… - International Journal of …, 2020 - journal.ijresm.com
Today's world has been" Chatting" with the machines for a long time. With the first known
research paper by Daellert et. al on this topic, we can say that discussions on Speech …

An efficient Speech Emotion Recognition using LSTM model.

AK Pagidirayi, B Anuradha - NeuroQuantology, 2023 - search.proquest.com
This paper proposes a deep learning-based Long Short-Term Memory (LSTM) method to
recognize the speech emotions taken from the audio files in a two-stage approach using Mel …

Recognition of Human Emotion through effective estimations of Features and Classification Model

S Pangaonkar, R Gunjan… - … Conference on Computing …, 2021 - ieeexplore.ieee.org
Voice Emotion Recognition (VER) is a dynamic and has implications on a wide range of
research areas. Use of a computer for voice emotion recognition is a way to study the voice …

Speech Emotion Recognition using Deep neural networks: Insight from Management perspective.

NS Khan, AH Butt, M Ali - Ilkogretim Online, 2021 - search.ebscohost.com
Emotions play an important role in social interactions of humans and it is often said that
emotions separate us from machines. Spoken words may have different interpretations …

Programska aplikacija za prepoznavanje emocija iz govora

A Malnar - 2020 - repozitorij.fsb.unizg.hr
Govor je ljudima primarni način komunikacije, a emocije koje se njime prenose pomažu
boljem međusobnom razumijevanju. Zbog sve učestalije komunikacije između ljudi i …

[PDF][PDF] SPEECH EMOTION AND DRUNKENNESS DETECTION USING A CONVOLUTIONAL NEURAL NETWORK

J Miller, J Donahue, B Schmitz - hajim.rochester.edu
ABSTRACT One problem with Artificial Intelligence (AI) is that it lacks emotional or
situational knowledge about the human with which it interacts. This paper attempts to …

[引用][C] Investigating the Impacts of LSTM-Transformer on Classification Performance of Speech Emotion Recognition

F Andayani - 2022