Cargando…

Adaptive Data Boosting Technique for Robust Personalized Speech Emotion in Emotionally-Imbalanced Small-Sample Environments

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 multiple users. Existing personalized speech emotion recognition research has a cold-start problem that requires a l...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bang, Jaehun, Hur, Taeho, Kim, Dohyeong, Huynh-The, Thien, Lee, Jongwon, Han, Yongkoo, Banos, Oresti, Kim, Jee-In, Lee, Sungyoung
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2018
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6264012/ https://www.ncbi.nlm.nih.gov/pubmed/30400224 http://dx.doi.org/10.3390/s18113744

Ejemplares similares

Smartphone Location-Independent Physical Activity Recognition Based on Transportation Natural Vibration Analysis
por: Hur, Taeho, et al.
Publicado: (2017)

Iss2Image: A Novel Signal-Encoding Technique for CNN-Based Human Activity Recognition
por: Hur, Taeho, et al.
Publicado: (2018)

Human Behavior Analysis by Means of Multimodal Context Mining
por: Banos, Oresti, et al.
Publicado: (2016)

uEFS: An efficient and comprehensive ensemble-based feature selection methodology to select informative features
por: Ali, Maqbool, et al.
Publicado: (2018)

Traffic Behavior Recognition Using the Pachinko Allocation Model
por: Huynh-The, Thien, et al.
Publicado: (2015)

Robot touch with speech boosts positive emotions
por: Sawabe, Taishi, et al.
Publicado: (2022)

mlCAF: Multi-Level Cross-Domain Semantic Context Fusioning for Behavior Identification
por: Razzaq, Muhammad Asif, et al.
Publicado: (2017)

Robust Multi-Scenario Speech-Based Emotion Recognition System †
por: Zhu-Zhou, Fangfang, et al.
Publicado: (2022)

A Hybrid Multimodal Emotion Recognition Framework for UX Evaluation Using Generalized Mixture Functions
por: Razzaq, Muhammad Asif, et al.
Publicado: (2023)

A Multimodal Deep Log-Based User Experience (UX) Platform for UX Evaluation
por: Hussain, Jamil, et al.
Publicado: (2018)

Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification
por: Shi, Shuhao, et al.
Publicado: (2021)

SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla
por: Sultana, Sadia, et al.
Publicado: (2021)

Hearing Aids Benefit Recognition of Words in Emotional Speech but Not Emotion Identification
por: Goy, Huiwen, et al.
Publicado: (2018)

Emotion Recognition using Speech Features
por: Rao, K Sreenivasa, et al.
Publicado: (2013)

An Urdu speech corpus for emotion recognition
por: Asghar, Awais, et al.
Publicado: (2022)

Emotion Recognition from Single-Trial EEG Based on Kernel Fisher's Emotion Pattern and Imbalanced Quasiconformal Kernel Support Vector Machine
por: Liu, Yi-Hung, et al.
Publicado: (2014)

On the Speech Properties and Feature Extraction Methods in Speech Emotion Recognition
por: Kacur, Juraj, et al.
Publicado: (2021)

Improved PSO_AdaBoost Ensemble Algorithm for Imbalanced Data
por: Li, Kewen, et al.
Publicado: (2019)

Application of Poincare-Mapping of Voiced-Speech Segments for Emotion Sensing
por: Ślot, Krzysztof, et al.
Publicado: (2009)

Ontology-Based High-Level Context Inference for Human Behavior Identification
por: Villalonga, Claudia, et al.
Publicado: (2016)

Introduction to EEG- and speech-based emotion recognition
por: Abhang, Priyanka A, et al.
Publicado: (2016)

Repetition and Emotive Communication in Music Versus Speech
por: Margulis, Elizabeth Hellmuth
Publicado: (2013)

Emotional Speech Processing at the Intersection of Prosody and Semantics
por: Schwartz, Rachel, et al.
Publicado: (2012)

Emotional Speech Recognition Based on the Committee of Classifiers
por: Kamińska, Dorota
Publicado: (2019)

The Impact of Attention Mechanisms on Speech Emotion Recognition
por: Chen, Shouyan, et al.
Publicado: (2021)

Effects of Data Augmentations on Speech Emotion Recognition
por: Atmaja, Bagus Tris, et al.
Publicado: (2022)

Speech Emotion Recognition Using Attention Model
por: Singh, Jagjeet, et al.
Publicado: (2023)

Disguised Emotion in Alexithymia: Subjective Difficulties in Emotion Processing and Increased Empathic Distress
por: Nam, Gieun, et al.
Publicado: (2020)

Tuning gradient boosting for imbalanced bioassay modelling with custom loss functions
por: Boldini, Davide, et al.
Publicado: (2022)

A Framework for Supervising Lifestyle Diseases Using Long-Term Activity Monitoring
por: Han, Yongkoo, et al.
Publicado: (2012)

Sentiment Analysis and Emotion Recognition from Speech Using Universal Speech Representations
por: Atmaja, Bagus Tris, et al.
Publicado: (2022)

Recognition of Emotions in Mexican Spanish Speech: An Approach Based on Acoustic Modelling of Emotion-Specific Vowels
por: Caballero-Morales, Santiago-Omar
Publicado: (2013)

Establishment and psychometric characteristics of emotional words list for suicidal risk assessment in speech emotion recognition
por: Shen, Juan, et al.
Publicado: (2022)

COVID-19 Knowledge Resource Categorization and Tracking: Conceptual Framework Study
por: Afzal, Muhammad, et al.
Publicado: (2021)

Emotion, affect and personality in speech: the bias of language and paralanguage
por: Johar, Swati
Publicado: (2016)

The Sound of Feelings: Electrophysiological Responses to Emotional Speech in Alexithymia
por: Goerlich, Katharina Sophia, et al.
Publicado: (2012)

Perception of Emotion in Conversational Speech by Younger and Older Listeners
por: Schmidt, Juliane, et al.
Publicado: (2016)

ERP Markers of Valence Coding in Emotional Speech Processing
por: Proverbio, Alice Mado, et al.
Publicado: (2020)

Articulation constrained learning with application to speech emotion recognition
por: Shah, Mohit, et al.
Publicado: (2019)

Emotional Speech Recognition Using Deep Neural Networks
por: Trinh Van, Loan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_e9s7u86h9ecpe46rboe643jcjm