Tasks/Speech Emotion Recognition
Speech Emotion Recognition
কণ্ঠস্বরে আবেগ শনাক্তকরণRecognizing emotion (anger, happiness, sadness, and more) from the acoustic speech signal — distinct from text-based emotion classification under Sentiment Analysis.
4 datasets·13 papers
| Dataset | Size | License | Year ▾ | Source paper | Link |
|---|---|---|---|---|---|
BANSpEmo Bangla emotional speech; 22 speakers (11M/11F), 6 emotions. | 792 utterances | CC BY 4.0 | 2023 | Sultana et al. / Mendeley Data | ✓ verified 2026-07-22 |
KBES (KUET Bangla Emotional Speech) Realistic Bangla emotional speech from 35 actors, with low/high intensity labels for 4 of 5 emotions. | 900 recordings | CC BY 4.0 | 2023 | KBES (Data in Brief 2023) | ✓ verified 2026-07-26 |
BanglaSER Realistic Bangla emotional speech from 34 speakers, balanced by gender, across 5 emotions. | 1,467 recordings | CC BY 4.0 | 2022 | BanglaSER (Data in Brief 2022) | ✓ verified 2026-07-26 |
SUBESCO (SUST Bangla Emotional Speech Corpus) Audio-only Bangla emotional speech; 20 actors (gender-balanced), 7 emotions. | 7,000 utterances / 7.7 hrs | CC BY 4.0 | 2021 | Sultana et al. (SUST) / Zenodo | ✓ verified 2026-07-22 |
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2026Emotion recognition from Bangla dialect speech using privacy-aware deep learning models: a comparative analysisAbrar et al.International Journal of Speech Technology2026Emotionally Aware Bangla Speech Systems: Real-Time SER with Adaptive Learning and LLM IntegrationHossain et al.SN Computer Science2025Bangla Speech Emotion Recognition Using Deep Learning-Based Ensemble Learning and Feature FusionShakil et al.Journal of Imaging2025BanSpEmo: a Bangla audio dataset for speech emotion recognition and its baseline evaluationSultana et al.Indonesian Journal of Electrical Engineering and Computer Science2024Emotion Recognition with Intensity Level from Bangla Speech using Feature Transformation and Cascaded Deep Learning ModelBillah et al.International Journal of Advanced Computer Science and Applications2023KBES: A dataset for realistic Bangla speech emotion recognition with intensity levelBillah et al.Data in Brief2023A Machine Learning Approach for Emotion Classification in Bengali SpeechIslam et al.International Journal of Advanced Computer Science and Applications2023Acoustic feature analysis and optimization for Bangla speech emotion recognitionSultana et al.Nippon Onkyo Gakkaishi/Acoustical science and technology/Nihon Onkyo Gakkaishi2022Bangla Speech Emotion Detection using Machine Learning Ensemble MethodsAyon et al.Advances in Science Technology and Engineering Systems Journal2022BanglaSER: A speech emotion recognition dataset for the Bangla languageDas et al.Data in Brief2021Bangla Speech Emotion Recognition and Cross-Lingual Study Using Deep CNN and BLSTM NetworksSultana et al.IEEE Access2021SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for BanglaSultana et al.PLoS ONE2021A System to Predict Emotion from Bengali SpeechDhar et al.International Journal of Mathematical Sciences and Computing
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