Metric: Sentiment Alignment (higher is better)
| # | Model↕ | Sentiment Alignment▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | pGSLM | 55.5 | Yes | Text-Free Prosody-Aware Generative Spoken Langua... | 2021-09-07 | Code |
| 2 | LAST 1.3B | 53.5 | Yes | LAST: Language Model Aware Speech Tokenization | 2024-09-05 | - |
| 3 | TWIST 1.3B | 53 | Yes | Textually Pretrained Speech Language Models | 2023-05-22 | Code |
| 4 | Spirit-LM (Expr.) | 52 | Yes | Spirit LM: Interleaved Spoken and Written Langua... | 2024-02-08 | Code |
| 5 | LAST 350M | 51.5 | Yes | LAST: Language Model Aware Speech Tokenization | 2024-09-05 | - |
| 6 | TWIST 7B | 51.5 | Yes | Textually Pretrained Speech Language Models | 2023-05-22 | Code |
| 7 | TWIST 350M | 51.5 | Yes | Textually Pretrained Speech Language Models | 2023-05-22 | Code |
| 8 | Spirit-LM (base) | 48 | Yes | Spirit LM: Interleaved Spoken and Written Langua... | 2024-02-08 | Code |