Response Style Prediction on StyleTalk (test)
49.6F1 (Emotion)Spoken-LLM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Spoken-LLMSpeech Embedding Granularity=chunk-wise2024.02 | 49.6 | 62.1 | 61.1 | |
| Spoken-LLMSpeech Embedding Granularity=utterance-wise2024.02 | 47.4 | 61.5 | 56.5 | |
| Text-LLMStyle Labeling Strategy=ground truth (upper bound)2024.02 | 40.2 | 53.5 | 65.8 | |
| Text-LLMStyle Labeling Strategy=cascaded2024.02 | 37.5 | 52.9 | 65.6 | |
| ParalinGPTSpeech Embedding Granularity=chunk-wise2024.02 | 34 | 54.8 | 65.8 | |
| ParalinGPTSpeech Embedding Granularity=utterance-wise2024.02 | 32.3 | 51.9 | 64.8 | |
| Text-LLMStyle Labeling Strategy=text-only2024.02 | 17.5 | 37.1 | 41.9 |