Slot Filling On Slurp
평가 지표
F1
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | F1 | Paper Title | Repository |
|---|---|---|---|
| Partially Fine-tuned HuBERT | 0.753 | A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding | - |
| Multi-SLURP | 0.642 | SLURP: A Spoken Language Understanding Resource Package | |
| Finstreder (Conformer) | 0.395 | Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models | |
| TDT 0-6 | 0.8061 | Efficient Sequence Transduction by Jointly Predicting Tokens and Durations | |
| Finstreder (Quartznet) | 0.313 | Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models |
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