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Emotionally Aware Bangla Speech Systems: Real-Time SER with Adaptive Learning and LLM Integration | Synapse
March 3, 2026
Emotionally Aware Bangla Speech Systems: Real-Time SER with Adaptive Learning and LLM Integration
MH
Mostakim Hossain
MP
Md. Sakibul Alam Patwary
MH
Md. Musfiq Hossain
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Key Points
Real-time speech emotion recognition was significantly improved through adaptive learning techniques.
The study demonstrated a 10% increase in detection accuracy for emotional states in Bangla speech.
Analysis utilizing large language models provides deeper emotional context and understanding.
Findings imply enhanced user experience in applications that require emotional awareness, such as virtual assistants.
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Hossain et al. (Mon,) studied this question.
synapsesocial.com/papers/69a76560badf0bb9e87d8e0d
https://doi.org/https://doi.org/10.1007/s42979-026-04744-9