CochleaSpecNet: An Attention-Based Dual Branch Hybrid CNN-GRU Network for Speech Emotion Recognition Using Cochleagram and Spectrogram

CochleaSpecNet: An Attention-Based Dual Branch Hybrid CNN-GRU Network for Speech Emotion Recognition Using Cochleagram and Spectrogram

Being one of the main communication medium, speech contains necessary information about the emotional state of a human. Accurate emotion recognition is crucial for enhancing human-machine interactions, highlighting the importance of a strong Speech Emotion Recognition (SER) system. SER system classi...

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Bibliographic Details
Main Authors: Atkia Anika Namey, Khadija Akter, Md. Azad Hossain, M. Ali Akber Dewan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Speech emotion
cochleagram
spectrogram
hybrid network
multi-head attention
Online Access:https://ieeexplore.ieee.org/document/10802871/
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https://ieeexplore.ieee.org/document/10802871/

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