Device-directed speech classification on Internal (held-out set)
95F1 ScoreSAS
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SASInput modality=audio+video (upper-bound), Operating threshold τ=0.70, Hardware baseline=ARM Cortex-A72, GPU / NPU required=No, Network required=No2026.04 | 95 | 97 | 93 | 88 | 87 | — | 150 | 20 | |
| SASInput modality=audio-only (primary), Operating threshold τ=0.70, Hardware baseline=ARM Cortex-A72, GPU / NPU required=No, Network required=No2026.04 | 86 | 89 | 83 | 88 | 87 | 2.1 | 150 | 20 | |
| SASInput modality=audio-only, False-trigger condition=TV-active, Operating threshold τ=0.702026.04 | — | — | — | — | — | 7.8 | — | — |