Article

Emotion Recognition from Bangla Dialect Speech using Privacy-Aware Deep Learning Models: A Comparative Analysis

2025-05-28

Abstract excerpt

<title>Abstract</title> <p>Speech emotion recognition (SER) is critical for creating affective and context-aware human-computer interaction systems. However, SER research in low-resource languages like Bangla is still restricted, especially in terms of dialectal variety and privacy-preserving model training. This paper introduces a Bangla dialect-sensitive, privacy-aware SER framework capable of recognizing five...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 3e2abc87-28d0-56f3-92e1-42e99e7eaca3
DOI: 10.21203/rs.3.rs-6629846/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Emotion Recognition from Bangla Dialect Speech using Privacy-Aware Deep Learning Models: A Comparative AnalysisDOI 10.21203/rs.3.rs-6629846/v1Read

Bangla Speech Emotion Recognition Using Deep Learning-Based Ensemble Learning and Feature FusionSemantic proximity Read

HSERNet: Hybrid Speech Emotion Recognition using Conformer-Convolutional Neural NetworksSemantic proximity Read

Learning Emotional Nuances in Speech via DCNNs and Spectral Feature IntegrationSemantic proximity Read

Speech-based Sentiment Recognition System using PDCNN and LSTM AlgorithmsSemantic proximity Read

A Comprehensive Review in Unimodal and Multimodal Emotion RecognitionSemantic proximity Read

Modelling Human-Like Emotion Perception Using Multimodal Deep LearningSemantic proximity Read

Semantic content outperforms speech prosody in predicting affective experience in naturalistic settingsSemantic proximity Read

Recognizing More Emotions with Less Data Using Self-supervised Transfer LearningSemantic proximity Read

A Intelligent Speech Recognition Method Based on Stable LearningSemantic proximity Read

A Hybrid Deep Learning Framework for efficient emotion detection on the facial image datasetSemantic proximity Read

Speaker-Aware Emotion Recognition in Dialogues via SemGloVe- BERT and Graph Attention NetworksSemantic proximity Read

ArmanEmo: A Persian Dataset for Text-based Emotion DetectionSemantic proximity Read