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Automatic Speech Recognition on NKI-RUG-UMCG (patient speakers)

12.9WER

Whisper LoRA (+ VTLP)

Updated 16d ago

Evaluation Results

Method	Links
Whisper LoRA (+ VTLP) 2026.05		12.9
Whisper (+ XTTS) 2026.05		12.9
Whisper LoRA (All speakers) 2026.05		13.1
Whisper LoRA (All speakers) 2026.05		13.1
Whisper LoRA (Patients only) 2026.05		13.2
Whisper LoRA (+ VTLP) 2026.05		13.2
Whisper LoRA (All speakers) 2026.05		13.3
Whisper LoRA (Patients only) 2026.05		13.3
Whisper LoRA (+ Speed perturbation) 2026.05		13.3
Whisper LoRA (+ VTLP) 2026.05		13.3
Whisper LoRA (+ kNN-VC) 2026.05		13.3
Whisper LoRA (+ XTTS) 2026.05		13.3
Whisper LoRA (+ Speed perturbation) 2026.05		13.4
Whisper LoRA (+ kNN-VC) 2026.05		13.4
Whisper LoRA (+ kNN-VC) 2026.05		13.4
Whisper (+ XTTS) 2026.05		13.4
Whisper LoRA (+ XTTS) 2026.05		13.4
Whisper LoRA (+ XTTS) 2026.05		13.6
Whisper LoRA (Patients only) 2026.05		13.7
Whisper (+ XTTS) 2026.05		13.8
Whisper LoRA (+ Time stretching) 2026.05		13.9
Whisper LoRA (+ Time stretching) 2026.05		13.9
Whisper LoRA (+ Speed perturbation) 2026.05		13.9
Whisper LoRA (+ Time stretching) 2026.05		14
Whisper (+ VTLP) 2026.05		15
MMS + n-gram (+ XTTS) 2026.05		15.1
Whisper (+ Speed perturbation) 2026.05		15.2
Whisper (+ VTLP) 2026.05		15.2
Whisper (+ kNN-VC) 2026.05		15.2
Whisper (+ Speed perturbation) 2026.05		15.3
Whisper (+ VTLP) 2026.05		15.3
Whisper (+ kNN-VC) 2026.05		15.3
MMS + n-gram (+ XTTS) 2026.05		15.3
MMS + n-gram (+ XTTS) 2026.05		15.4
Whisper (Patients only) 2026.05		15.5
Whisper (Patients only) 2026.05		15.5
Whisper (Patients only) 2026.05		15.5
Whisper (+ Speed perturbation) 2026.05		15.5
Whisper (+ kNN-VC) 2026.05		15.8
Whisper LoRA (+ VTLP) 2026.05		16.1
Whisper LoRA (Patients only) 2026.05		16.3
Whisper LoRA (+ Speed perturbation) 2026.05		16.3
Whisper LoRA (+ kNN-VC) 2026.05		16.3
Whisper LoRA (+ XTTS) 2026.05		16.4
Whisper LoRA (All speakers) 2026.05		16.5
Whisper LoRA (+ Time stretching) 2026.05		16.5
MMS + n-gram (All speakers) 2026.05		16.7
MMS + n-gram (All speakers) 2026.05		16.7
Whisper (All speakers) 2026.05		16.7
Whisper (All speakers) 2026.05		16.9
Whisper (All speakers) 2026.05		17.1
MMS + n-gram (+ Time stretching) 2026.05		17.1
MMS + n-gram (+ kNN-VC) 2026.05		17.1
MMS + n-gram (All speakers) 2026.05		17.3
MMS + n-gram (+ Time stretching) 2026.05		17.3
MMS + n-gram (+ Time stretching) 2026.05		17.3
Whisper (+ Time stretching) 2026.05		17.3
Whisper (+ Time stretching) 2026.05		17.3
Whisper (+ XTTS) 2026.05		17.3
Whisper (+ Time stretching) 2026.05		17.4
MMS + n-gram (+ Speed perturbation) 2026.05		17.4
MMS + n-gram (+ kNN-VC) 2026.05		17.4
MMS + n-gram (+ Speed perturbation) 2026.05		17.5
MMS + n-gram (Patients only) 2026.05		17.6
MMS + n-gram (+ Speed perturbation) 2026.05		17.6
MMS + n-gram (+ kNN-VC) 2026.05		17.6
MMS (+ XTTS) 2026.05		17.6
MMS + n-gram (Patients only) 2026.05		17.8
MMS + n-gram (+ XTTS) 2026.05		17.9
MMS + n-gram (Patients only) 2026.05		18.1
MMS + n-gram (+ VTLP) 2026.05		18.2
MMS + n-gram (+ VTLP) 2026.05		18.2
MMS (+ XTTS) 2026.05		18.2
MMS (+ XTTS) 2026.05		18.2
MMS + n-gram (+ VTLP) 2026.05		18.3
MMS (+ VTLP) 2026.05		18.5
MMS (+ VTLP) 2026.05		18.8
MMS (+ VTLP) 2026.05		19.1
MMS + n-gram (All speakers) 2026.05		19.3
MMS (+ Time stretching) 2026.05		19.4
MMS (+ Speed perturbation) 2026.05		19.4
MMS + n-gram (+ Time stretching) 2026.05		19.5
Whisper (+ Speed perturbation) 2026.05		19.5
Whisper (Patients only) 2026.05		19.6
MMS (+ Speed perturbation) 2026.05		19.6
MMS (All speakers) 2026.05		19.7
MMS (+ Speed perturbation) 2026.05		19.7
Whisper (+ kNN-VC) 2026.05		19.7
MMS (All speakers) 2026.05		19.8
Whisper (+ VTLP) 2026.05		19.8
MMS (+ kNN-VC) 2026.05		19.8
MMS + n-gram (+ Speed perturbation) 2026.05		19.9
MMS + n-gram (+ VTLP) 2026.05		19.9
MMS (All speakers) 2026.05		20
MMS (+ Time stretching) 2026.05		20.1
MMS (+ kNN-VC) 2026.05		20.1
MMS + n-gram (Patients only) 2026.05		20.3
Whisper 2026.05		20.6
Whisper LoRA 2026.05		20.6
MMS + n-gram (+ kNN-VC) 2026.05		20.6

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