Speech Emotion Recognition on IEMOCAP Speaker-Dependent (test)
79.58WA (%)PF-hbt-large
Evaluation Results
| Method | Links | |
|---|---|---|
| PF-hbt-largeFine-tuning strategy=Partial, Backbone architecture=HuBERT, Model scale=Large, ASR fine-tuning=No2021.11 | 79.58 | |
| PF-hbt-large-960hFine-tuning strategy=Partial, Backbone architecture=HuBERT, Model scale=Large, ASR fine-tuning=960h2021.11 | 78.96 | |
| EF-hbt-large-960hFine-tuning strategy=Entire, Backbone architecture=HuBERT, Model scale=Large, ASR fine-tuning=960h2021.11 | 78.78 | |
| EF-hbt-largeFine-tuning strategy=Entire, Backbone architecture=HuBERT, Model scale=Large, ASR fine-tuning=No2021.11 | 78.52 | |
| PF-w2v-largeFine-tuning strategy=Partial, Backbone architecture=wav2vec 2.0, Model scale=Large, ASR fine-tuning=No2021.11 | 77.47 | |
| PF-w2v-baseFine-tuning strategy=Partial, Backbone architecture=wav2vec 2.0, Model scale=Base, ASR fine-tuning=No2021.11 | 77.02 | |
| EF-w2v-largeFine-tuning strategy=Entire, Backbone architecture=wav2vec 2.0, Model scale=Large, ASR fine-tuning=No2021.11 | 77 | |
| PF-w2v-large-960hFine-tuning strategy=Partial, Backbone architecture=wav2vec 2.0, Model scale=Large, ASR fine-tuning=960h2021.11 | 76.75 | |
| PF-hbt-baseFine-tuning strategy=Partial, Backbone architecture=HuBERT, Model scale=Base, ASR fine-tuning=No2021.11 | 76.6 | |
| EF-hbt-baseFine-tuning strategy=Entire, Backbone architecture=HuBERT, Model scale=Base, ASR fine-tuning=No2021.11 | 76.53 | |
| Head FusionBackbone architecture=ACNN2021.11 | 76.18 | |
| EF-w2v-baseFine-tuning strategy=Entire, Backbone architecture=wav2vec 2.0, Model scale=Base, ASR fine-tuning=No2021.11 | 75.9 | |
| PF-w2v-base-960hFine-tuning strategy=Partial, Backbone architecture=wav2vec 2.0, Model scale=Base, ASR fine-tuning=960h2021.11 | 73.84 | |
| EF-w2v-base-960hFine-tuning strategy=Entire, Backbone architecture=wav2vec 2.0, Model scale=Base, ASR fine-tuning=960h2021.11 | 73.64 | |
| EF-w2v-large-960hFine-tuning strategy=Entire, Backbone architecture=wav2vec 2.0, Model scale=Large, ASR fine-tuning=960h2021.11 | 73 |