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Automatic Speech Recognition on LibriSpeech + NOISEX-92 clean babble noise (test)

12.78WER (0 dB SNR)DASH
12.499214.394616.2918.1854Jun 17, 2026

Evaluation results

MethodLinks
DASHPhase 1 Augmentation=Noisy (-5 to 10 dB), Phase 2 Augmentation=Noisy (-5 to 10 dB)2026.0612.784.422.68
Fine-tuning onlyPhase 1 Augmentation=-, Phase 2 Augmentation=Noisy (-5 to 10 dB)2026.0613.064.52.71
DASHPhase 1 Augmentation=Noisy (0 to 15 dB), Phase 2 Augmentation=Noisy (0 to 15 dB)2026.0613.114.512.64
Fine-tuning onlyPhase 1 Augmentation=-, Phase 2 Augmentation=Noisy (0 to 15 dB)2026.0613.784.772.78
DASHPhase 1 Augmentation=Noisy (0 to 15 dB), Phase 2 Augmentation=Clean2026.0616.485.072.72
Fine-tuning onlyPhase 1 Augmentation=-, Phase 2 Augmentation=Clean2026.0619.115.792.92
BaselinePhase 1 Augmentation=-, Phase 2 Augmentation=-2026.0619.86.733.9