Speech Intent Classification and Slot Filling on SLURP (test)
90.68Intent AccuracyFast Conformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fast ConformerDecoder=Transformer Decoder, Inference time (sec)=191, Relative Speed-up=1.1X, Batch size=322023.05 | 90.68 | 82.04 | |
| ConformerDecoder=Transformer Decoder, Inference time (sec)=210, Relative Speed-up=1X, Batch size=322023.05 | 90.14 | 82.27 | |
| SpeechBrain-SLUEncoder=HuBERT pre-trained on LibriLight-60k2023.05 | 87.7 | 76.19 | |
| ESPnet-SLUEncoder=HuBERT pre-trained on LibriLight-60k2023.05 | 86.52 | 76.91 |