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Continuous speech emotion recognition with convolutional neural networks
A model for Speech Emotion Recognition, based on a Convolutional Neural Networks
(CNNs) architecture, is proposed and evaluated. Recognition is performed on successive …
(CNNs) architecture, is proposed and evaluated. Recognition is performed on successive …
[HTML][HTML] A study of cross-linguistic speech emotion recognition based on 2D feature spaces
In this research, a study of cross-linguistic speech emotion recognition is performed. For this
purpose, emotional data of different languages (English, Lithuanian, German, Spanish …
purpose, emotional data of different languages (English, Lithuanian, German, Spanish …
Multimodal fused emotion recognition about expression-EEG interaction and collaboration using deep learning
D Wu, J Zhang, Q Zhao - IEEE access, 2020 - ieeexplore.ieee.org
The proposed emotion recognition model is based on the hierarchical long-short term
memory neural network (LSTM) for video-electroencephalogram (Video-EEG) signal …
memory neural network (LSTM) for video-electroencephalogram (Video-EEG) signal …
[HTML][HTML] A web crowdsourcing framework for transfer learning and personalized speech emotion recognition
Abstract Speech Emotion Recognition (SER) is an important part of Affective Computing and
emotionally aware Human–Computer Interaction. Emotional expression may vary …
emotionally aware Human–Computer Interaction. Emotional expression may vary …
Personalized adaptation with pre-trained speech encoders for continuous emotion recognition
There are individual differences in expressive behaviors driven by cultural norms and
personality. This between-person variation can result in reduced emotion recognition …
personality. This between-person variation can result in reduced emotion recognition …
[HTML][HTML] Data augmentation for speaker identification under stress conditions to combat gender-based violence
E Rituerto-González, A Mínguez-Sánchez… - Applied Sciences, 2019 - mdpi.com
A Speaker Identification system for a personalized wearable device to combat gender-based
violence is presented in this paper. Speaker recognition systems exhibit a decrease in …
violence is presented in this paper. Speaker recognition systems exhibit a decrease in …
[PDF][PDF] Sentimental analysis of audio based customer reviews without textual conversion
S Maradithaya, A Katti - International Journal of Electrical and …, 2024 - academia.edu
The current trends or procedures followed in the customer relation management system
(CRM) are based on reviews, mails, and other textual data, gathered in the form of feedback …
(CRM) are based on reviews, mails, and other textual data, gathered in the form of feedback …
A hybrid data fusion architecture for BINDI: A wearable solution to combat gender-based violence
Currently, most of the affective computing research is about modifying and adapting the
machine behavior based on the human emotional state. Although, the use of the affective …
machine behavior based on the human emotional state. Although, the use of the affective …
[HTML][HTML] Adaptive data boosting technique for robust personalized speech emotion in emotionally-imbalanced small-sample environments
J Bang, T Hur, D Kim, T Huynh-The, J Lee, Y Han… - Sensors, 2018 - mdpi.com
Personalized emotion recognition provides an individual training model for each target user
in order to mitigate the accuracy problem when using general training models collected from …
in order to mitigate the accuracy problem when using general training models collected from …
[PDF][PDF] Data augmentation using a 1D-CNN model with MFCC/MFMC features for speech emotion recognition
T Mary Little Flower, T Jaya… - Automatika: časopis za …, 2024 - hrcak.srce.hr
Speech emotion recognition (SER) is attractive in several domains, such as automated
translation, call centres, intelligent healthcare, and human–computer interaction. Deep …
translation, call centres, intelligent healthcare, and human–computer interaction. Deep …