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ResearchFormerly WizWand

Dysarthric Speech Intelligibility Assessment on SAP

0.272MSEFine-Tuning (FT)
0.25780.353650.44950.54535Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Fine-Tuning (FT)SSL Encoder=wav2vec 2.0 Base, QualiSpeech Auxiliary Supervision=Overall2026.060.2720.7510.427
Fine-Tuning (FT)SSL Encoder=wav2vec 2.0 Base, QualiSpeech Auxiliary Supervision=Naturalness2026.060.3030.6480.464
Fine-Tuning (FT)SSL Encoder=wav2vec 2.0 Large+, QualiSpeech Auxiliary Supervision=Overall2026.060.3080.5340.285
IDT (In-Domain Training)SSL Encoder=wav2vec 2.0 Base, QualiSpeech Auxiliary Supervision=–2026.060.3480.6280.482
Fine-Tuning (FT)SSL Encoder=wav2vec 2.0 Large*, QualiSpeech Auxiliary Supervision=Overall2026.060.3510.6120.393
Fine-Tuning (FT)SSL Encoder=HuBERT Base, QualiSpeech Auxiliary Supervision=Naturalness2026.060.3790.4510.295
Fine-Tuning (FT)SSL Encoder=HuBERT Large, QualiSpeech Auxiliary Supervision=Naturalness2026.060.3790.6080.464
Fine-Tuning (FT)SSL Encoder=wav2vec 2.0 Large*, QualiSpeech Auxiliary Supervision=Naturalness2026.060.3870.5720.401
Joint Training (JT)SSL Encoder=wav2vec 2.0 Base, QualiSpeech Auxiliary Supervision=Overall2026.060.4080.590.446
IDT (In-Domain Training)SSL Encoder=wav2vec 2.0 Large*, QualiSpeech Auxiliary Supervision=–2026.060.4210.5230.368
Fine-Tuning (FT)SSL Encoder=HuBERT Large, QualiSpeech Auxiliary Supervision=Overall2026.060.4310.5960.356
Joint Training (JT)SSL Encoder=wav2vec 2.0 Base, QualiSpeech Auxiliary Supervision=Naturalness2026.060.4330.6020.475
Joint Training (JT)SSL Encoder=HuBERT Large, QualiSpeech Auxiliary Supervision=Naturalness2026.060.4510.5510.391
IDT (In-Domain Training)SSL Encoder=HuBERT Base, QualiSpeech Auxiliary Supervision=–2026.060.4610.540.406
IDT (In-Domain Training)SSL Encoder=HuBERT Large, QualiSpeech Auxiliary Supervision=–2026.060.4750.4850.404
Fine-Tuning (FT)SSL Encoder=HuBERT Base, QualiSpeech Auxiliary Supervision=Overall2026.060.4870.5940.368
Joint Training (JT)SSL Encoder=HuBERT Base, QualiSpeech Auxiliary Supervision=Naturalness2026.060.4890.5150.309
Fine-Tuning (FT)SSL Encoder=wav2vec 2.0 Large+, QualiSpeech Auxiliary Supervision=Naturalness2026.060.4950.5660.443
Joint Training (JT)SSL Encoder=HuBERT Large, QualiSpeech Auxiliary Supervision=Overall2026.060.5260.4790.363
Joint Training (JT)SSL Encoder=wav2vec 2.0 Large+, QualiSpeech Auxiliary Supervision=Naturalness2026.060.5280.4450.348
IDT (In-Domain Training)SSL Encoder=wav2vec 2.0 Large+, QualiSpeech Auxiliary Supervision=–2026.060.5470.4710.322
Joint Training (JT)SSL Encoder=wav2vec 2.0 Large*, QualiSpeech Auxiliary Supervision=Overall2026.060.560.3170.33
Joint Training (JT)SSL Encoder=wav2vec 2.0 Large*, QualiSpeech Auxiliary Supervision=Naturalness2026.060.6040.3830.352
Joint Training (JT)SSL Encoder=HuBERT Base, QualiSpeech Auxiliary Supervision=Overall2026.060.6120.3870.317
Joint Training (JT)SSL Encoder=wav2vec 2.0 Large+, QualiSpeech Auxiliary Supervision=Overall2026.060.6270.2250.302