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Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models | Submission to GenSEC Task 3 (LLM-Based Post ASR Speech Emotion Recognition Challenge)

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Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models

The official repository which contains the code for our paper Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models.

Installation

pip install -r requirements.txt

Examples

python -m examples.use_metrics
python -m examples.use_naive_heuristics
python -m examples.use_rerank_metrics

Run tests

pytest

Citation

For attribution in academic contexts, please cite this work as:

@article{stepachev-2024-contextfusion,
      title={Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models}, 
      author={Pavel Stepachev and Pinzhen Chen and Barry Haddow},
      year={2024},
      eprint={2410.03312},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2410.03312}, 
}

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Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models | Submission to GenSEC Task 3 (LLM-Based Post ASR Speech Emotion Recognition Challenge)

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