Bangla Speech Emotion Recognition Using Deep Learning-Based Ensemble Learning and Feature Fusion

Emotion recognition in speech is essential for enhancing human–computer interaction (HCI) systems. Despite progress in Bangla speech emotion recognition, challenges remain, including low accuracy, speaker dependency, and poor generalization across emotional expressions. Previous approaches often rel...

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Autors principals: Md. Shahid Ahammed Shakil, Fahmid Al Farid, Nitun Kumar Podder, S. M. Hasan Sazzad Iqbal, Abu Saleh Musa Miah, Md Abdur Rahim, Hezerul Abdul Karim
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2025-08-01
Col·lecció:Journal of Imaging
Matèries:
speech-based emotion recognition (SER)
data augmentation
feature extraction
MFCC
chromagram features
time–frequency domain feature
Accés en línia:https://www.mdpi.com/2313-433X/11/8/273
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