Browsing by Author "Cannings, Nigel"

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    • A Comparison Between Convolutional and Transformer Architectures for Speech Emotion Recognition 

      Iyer, Shreyah; Glackin, Cornelius; Cannings, Nigel; Veneziano, Vito; Sun, Yi (Institute of Electrical and Electronics Engineers (IEEE), 2022-09-30)
      Creating speech emotion recognition models com-parable to the capability of how humans recognise emotions is a long-standing challenge in the field of speech technology with many potential commercial applications. As ...

    • Investigating HuBERT-based Speech Emotion Recognition Generalisation Capability 

      Li, Letian; Glackin, Cornelius; Cannings, Nigel; Veneziano, Vito; Barker, Jack; Oduola, Olakunle; Woodruff, Chris; Laird, Thea; Laird, James; Sun, Yi (2024-06-20)
      Transformer-based architectures have made significant progress in speech emotion recognition (SER). However, most published SER research trained and tested models on data from the same corpus, resulting in poor generalisation ...