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An enhanced speech emotion recognition using vision transformer

Abstract In human–computer interaction systems, speech emotion recognition (SER) plays a crucial role because it enables computers to understand and react to users’ emotions. In the past, SER has significantly emphasised acoustic properties extracted from speech signals. The use of visual signals fo...

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I tiakina i:
Ngā kaituhi matua: Samson Akinpelu, Serestina Viriri, Adekanmi Adegun
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2024-06-01
Rangatū:Scientific Reports
Ngā marau:
Human–computer interaction
Deep learning
Speech emotion recognition
CNN
Vision transformer
Mel spectrogram
Urunga tuihono:https://doi.org/10.1038/s41598-024-63776-4
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