Automatic Speech Recognition on LibriSpeech (WER, length)
2.99WERclean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| cleanWhisper Model Version=Whisper-medium, SNR=35 dB2026.01 | 2.99 | 21.84 | |
| cleanWhisper Model Version=Whisper-large, SNR=35 dB2026.01 | 3.01 | 21.84 | |
| cleanWhisper Model Version=Whisper-small, SNR=35 dB2026.01 | 3.64 | 21.84 | |
| cleanWhisper Model Version=Whisper-base, SNR=35 dB2026.01 | 4.9 | 21.77 | |
| cleanWhisper Model Version=Whisper-tiny, SNR=35 dB2026.01 | 6.66 | 21.84 | |
| VMI-FGSMWhisper Model Version=Whisper-large, SNR=35 dB2026.01 | 29.77 | 20.79 | |
| SAGOWhisper Model Version=Whisper-large, SNR=35 dB2026.01 | 30.26 | 21.12 | |
| SlothSpeechWhisper Model Version=Whisper-medium, SNR=35 dB2026.01 | 31.09 | 81.75 | |
| PGDWhisper Model Version=Whisper-large, SNR=35 dB2026.01 | 33.33 | 21.8 | |
| SlothSpeechWhisper Model Version=Whisper-large, SNR=35 dB2026.01 | 34.21 | 79.78 | |
| MI-FGSMWhisper Model Version=Whisper-large, SNR=35 dB2026.01 | 34.27 | 21.4 | |
| SlothSpeechWhisper Model Version=Whisper-small, SNR=35 dB2026.01 | 38.25 | 110.4 | |
| SlothSpeechWhisper Model Version=Whisper-tiny, SNR=35 dB2026.01 | 46.8 | 119.38 | |
| MOREWhisper Model Version=Whisper-large, SNR=35 dB2026.01 | 53.72 | 301.47 | |
| SlothSpeechWhisper Model Version=Whisper-base, SNR=35 dB2026.01 | 54.63 | 156.07 | |
| VMI-FGSMWhisper Model Version=Whisper-medium, SNR=35 dB2026.01 | 60.74 | 25.38 | |
| MI-FGSMWhisper Model Version=Whisper-medium, SNR=35 dB2026.01 | 61.16 | 25.7 | |
| SAGOWhisper Model Version=Whisper-medium, SNR=35 dB2026.01 | 62.46 | 25.97 | |
| MOREWhisper Model Version=Whisper-medium, SNR=35 dB2026.01 | 64.04 | 234.25 | |
| PGDWhisper Model Version=Whisper-medium, SNR=35 dB2026.01 | 64.77 | 26.94 | |
| VMI-FGSMWhisper Model Version=Whisper-small, SNR=35 dB2026.01 | 73.84 | 27.34 | |
| MI-FGSMWhisper Model Version=Whisper-small, SNR=35 dB2026.01 | 74.18 | 27.07 | |
| MOREWhisper Model Version=Whisper-small, SNR=35 dB2026.01 | 74.28 | 213.94 | |
| SAGOWhisper Model Version=Whisper-small, SNR=35 dB2026.01 | 74.67 | 27.45 | |
| PGDWhisper Model Version=Whisper-small, SNR=35 dB2026.01 | 75.23 | 27.93 | |
| MI-FGSMWhisper Model Version=Whisper-base, SNR=35 dB2026.01 | 87.57 | 34.44 | |
| VMI-FGSMWhisper Model Version=Whisper-tiny, SNR=35 dB2026.01 | 87.91 | 32.39 | |
| SAGOWhisper Model Version=Whisper-base, SNR=35 dB2026.01 | 88.23 | 33.85 | |
| MOREWhisper Model Version=Whisper-base, SNR=35 dB2026.01 | 88.42 | 300.13 | |
| PGDWhisper Model Version=Whisper-base, SNR=35 dB2026.01 | 88.73 | 31.65 | |
| MOREWhisper Model Version=Whisper-tiny, SNR=35 dB2026.01 | 91.01 | 296.28 | |
| PGDWhisper Model Version=Whisper-tiny, SNR=35 dB2026.01 | 93.17 | 35.02 | |
| SAGOWhisper Model Version=Whisper-tiny, SNR=35 dB2026.01 | 93.19 | 31.93 | |
| MI-FGSMWhisper Model Version=Whisper-tiny, SNR=35 dB2026.01 | 93.32 | 34.38 | |
| VMI-FGSMWhisper Model Version=Whisper-base, SNR=35 dB2026.01 | 93.47 | 33.9 |