Phoneme Recognition on L2-ARCTIC (test)
13.72Phoneme Error Rate (PER)CTC-IF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTC-IFModel Category=Proposed Methods (LM & LLM)2026.04 | 13.72 | 88.34 | |
| PG-MDDModel Category=Text-prompting-Style Baselines2026.04 | 13.92 | — | |
| MV-w2v2Model Category=Dictation-Style Baselines2026.04 | 14.13 | — | |
| MPL-MDDModel Category=Dictation-Style Baselines2026.04 | 14.36 | — | |
| AEL w/o Pos.Model Category=Text-prompting-Style Baselines2026.04 | 14.81 | — | |
| CROTTC-QwenModel Category=Proposed Methods (LM & LLM), Backbone=Qwen3-4B-Thinking 25072026.04 | 15.42 | 86.78 | |
| RNN-TModel Category=Dictation-Style Baselines2026.04 | 15.47 | — | |
| CROTTC-LLaMAModel Category=Proposed Methods (LM & LLM), Backbone=LLaMA-3.2-1B-Instruct2026.04 | 15.85 | 86.55 | |
| w2v2-CTCModel Category=Dictation-Style Baselines2026.04 | 16.2 | — | |
| CROTTCModel Category=Proposed Methods (AM)2026.04 | 17.48 | 90.29 | |
| OTTCModel Category=Proposed Methods (AM)2026.04 | 18.07 | 89.96 | |
| Meta-LearnModel Category=Dictation-Style Baselines2026.04 | 42.25 | — | |
| CROTTC-IFModel Category=Proposed Methods (LM & LLM)2026.04 | 46.52 | 92.42 | |
| PER-MDDModel Category=Frame-wise MDD Baselines2026.04 | 104.08 | 90.42 |