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MFHCA: ENHANCING SPEECH EMOTION RECOGNITION VIA MULTI-SPATIAL FUSION AND HIERARCHICAL COOPERATIVE ATTENTION

Dependencies

  • Python ,Pytorch
  • To install the required packages, run .pip install -r requirements.txt

Basic Usage

  • First, download the pretrained Hubert model
  • Download the IEMOCAP dataset and processing data
  • Run. python crossval_SER.py

References

  • Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, and Eng Siong Chng, “Speech emotion recognition with co-attention based multi-level acoustic information,” in ICASSP 2022-2022 IEEE International Conference on

    Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2022, pp. 7367–7371.