Contextual Automatic Speech Recognition on LibriSpeech (test-clean)
1.33WERSLAM-LLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SLAM-LLMBiasing list size (N)=10002026.01 | 1.33 | 4.16 | 1 | |
| DB-NNLMBiasing list size (N)=10002026.01 | 2.14 | 6.7 | 1.6 | |
| TCPGen_p+phn-awareQBiasing list size (N)=10002026.01 | 2.2 | 4.6 | — | |
| GA-CTCBiasing list size (N)=10002026.01 | 2.4 | 6.3 | 2 | |
| TCPGen_GNN enc.Biasing list size (N)=10002026.01 | 3.1 | 6.7 | — | |
| Deep Biasing+BPBBiasing list size (N)=10002026.01 | 3.47 | 7.7 | 3 | |
| CPPNetBiasing list size (N)=10002026.01 | 3.81 | 11.4 | 2.9 |