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Hybrid-Module Transformer: enhancing speech emotion recognition with HuBERT, LSTM, and ResNet-50

Speech emotion recognition (SER) is a challenging task that involves identifying human emotions from speech. Traditional sequence models like recurrent neural network (RNN) and long short-term memory (LSTM) are limited by vanishing gradients and difficulty in capturing long-range dependencies. This...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Xindong Huang, Wuhui Lin, Maming Chen, Hua Shi
Hōputu: Artigo
Reo:Inglês
I whakaputaina: PeerJ Inc. 2025-10-01
Rangatū:PeerJ Computer Science
Ngā marau:
Urunga tuihono:https://peerj.com/articles/cs-3292.pdf
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