Speech emotion recognition and classification using hybrid deep CNN and BiLSTM model-Reference-Cited by-同舟云学术

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Speech emotion recognition and classification using hybrid deep CNN and BiLSTM model

Published:2023-10-02 Issue: Volume: Page:
ISSN:1380-7501
Container-title:Multimedia Tools and Applications
language:en
Short-container-title:Multimed Tools Appl

Author:

Mishra Swami,Bhatnagar Nehal,P Prakasam^ORCID,T. R Sureshkumar

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Hardware and Architecture,Media Technology,Software

Link

https://link.springer.com/content/pdf/10.1007/s11042-023-16849-x.pdf

Reference43 articles.

1. Chen J, Wang C, Wang K et al (2021) HEU Emotion: a large-scale database for multimodal emotion recognition in the wild. Neural Comput Appl 33:8669–8685. https://doi.org/10.1007/s00521-020-05616-w

2. Zeng Y, Mao H, Peng D (2019) Spectrogram-based multi-task audio classification. Multimed Tools Appl 78:3705–3722. https://doi.org/10.1007/s11042-017-5539-3

3. Jahangir R, Teh YW, Hanif F et al (2021) Deep learning approaches for speech emotion recognition: state of the art and research challenges. Multimed Tools Appl 80:23745–23812. https://doi.org/10.1007/s11042-020-09874-7

4. Jaiswal S, Nandi GC (2020) Robust real-time emotion detection system using CNN architecture. Neural Comput Appl 32:11253–11262. https://doi.org/10.1007/s00521-019-04564-4

5. Likitha MS, Gupta SRR, Hasitha K, Raju AU (2017) Speech-based human emotion recognition using MFCC. In: 2017 international conference on wireless communications, signal processing and networking (WiSPNET), pp 2257–2260. https://doi.org/10.1109/WiSPNET.2017.8300161

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1. A Novel Dual Kernel Support Vector-Based Levy Dung Beetle Algorithm for Accurate Speech Emotion Detection;Circuits, Systems, and Signal Processing;2024-07-29

2. Insomnia Staging Through Facial Expression Analysis: A CNN-LSTM Hybrid Model;2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS);2024-06-28

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