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ResearchFormerly WizWand

Automatic Speech Recognition on MyST children's speech corpus (test)

9.36WERGRAPAM
9.172410.438711.70512.9713Nov 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GRAPAMModels merged=theta_all + theta_1 + theta_2, Clustering method=Spk-emb2025.119.36
GRAPAMModels merged=theta_2 + theta_3, Clustering method=Spk-emb2025.119.41
GRAPAMModels merged=theta_1 + theta_2 + theta_3, Clustering method=LSM2025.119.41
GRAPAMModels merged=theta_all + theta_2, Clustering method=Spk-emb2025.119.41
GRAPAMModels merged=theta_1 + theta_3, Clustering method=LSM2025.119.45
GRAPAMModels merged=theta_1 + theta_2, Clustering method=Spk-emb2025.119.48
GRAPAMModels merged=theta_all + theta_1 + theta_2 + theta_3, Clustering method=LSM2025.119.63
GRAPAMModels merged=theta_all + theta_1 + theta_2, Clustering method=Random2025.119.64
GRAPAMModels merged=theta_all + theta_1 + theta_2 + theta_3, Clustering method=Spk-emb2025.119.65
GRAPAMModels merged=theta_all + theta_1 + theta_2 + theta_3, Clustering method=Random2025.119.65
GRAPAMModels merged=theta_all + theta_2, Clustering method=Random2025.119.67
GRAPAMModels merged=theta_1 + theta_2 + theta_3, Clustering method=Spk-emb2025.119.68
GRAPAMModels merged=theta_1 + theta_2 + theta_3, Clustering method=Random2025.119.68
GRAPAMModels merged=theta_all + theta_2 + theta_3, Clustering method=Spk-emb2025.119.68
GRAPAMModels merged=theta_all + theta_2 + theta_3, Clustering method=LSM2025.119.68
GRAPAMModels merged=theta_2, Clustering method=Random2025.119.69
GRAPAMModels merged=theta_all + theta_3, Clustering method=LSM2025.119.7
GRAPAMModels merged=theta_all + theta_1, Clustering method=Spk-emb2025.119.72
GRAPAMModels merged=theta_all + theta_2 + theta_3, Clustering method=ZS WER2025.119.72
GRAPAMModels merged=theta_1, Clustering method=LSM2025.119.73
GRAPAMModels merged=theta_2 + theta_3, Clustering method=Random2025.119.74
GRAPAMModels merged=theta_all + theta_3, Clustering method=Spk-emb2025.119.76
GRAPAMModels merged=theta_1 + theta_3, Clustering method=Spk-emb2025.119.77
GRAPAMModels merged=theta_all + theta_3, Clustering method=Random2025.119.77
GRAPAMModels merged=theta_2, Clustering method=Spk-emb2025.119.79
GRAPAMModels merged=theta_all + theta_1, Clustering method=LSM2025.119.79
GRAPAMModels merged=theta_all + theta_2, Clustering method=LSM2025.119.83
GRAPAMModels merged=theta_2 + theta_3, Clustering method=LSM2025.119.84
GRAPAMModels merged=theta_all + theta_2, Clustering method=ZS WER2025.119.86
GRAPAMModels merged=theta_2 + theta_3, Clustering method=ZS WER2025.119.88
GRAPAMModels merged=theta_1 + theta_2, Clustering method=Random2025.119.91
GRAPAMModels merged=theta_all + theta_1 + theta_2 + theta_3, Clustering method=ZS WER2025.119.93
Whisper medium (Full Fine-tuning)Models merged=theta_all2025.119.95
GRAPAMModels merged=theta_all + theta_3, Clustering method=ZS WER2025.119.96
GRAPAMModels merged=theta_all + theta_1 + theta_2, Clustering method=LSM2025.119.97
GRAPAMModels merged=theta_all + theta_1, Clustering method=Random2025.119.98
GRAPAMModels merged=theta_all + theta_1 + theta_2, Clustering method=ZS WER2025.119.98
GRAPAMModels merged=theta_all + theta_2 + theta_3, Clustering method=Random2025.119.98
GRAPAMModels merged=theta_1 + theta_2 + theta_3, Clustering method=ZS WER2025.1110.01
GRAPAMModels merged=theta_3, Clustering method=LSM2025.1110.03
GRAPAMModels merged=theta_1 + theta_3, Clustering method=ZS WER2025.1110.09
GRAPAMModels merged=theta_1, Clustering method=Random2025.1110.11
GRAPAMModels merged=theta_1 + theta_2, Clustering method=LSM2025.1110.12
GRAPAMModels merged=theta_3, Clustering method=ZS WER2025.1110.18
GRAPAMModels merged=theta_1, Clustering method=ZS WER2025.1110.25
GRAPAMModels merged=theta_2, Clustering method=ZS WER2025.1110.32
GRAPAMModels merged=theta_all + theta_1, Clustering method=ZS WER2025.1110.32
GRAPAMModels merged=theta_1, Clustering method=Spk-emb2025.1110.34
GRAPAMModels merged=theta_1 + theta_3, Clustering method=Random2025.1110.34
GRAPAMModels merged=theta_3, Clustering method=Spk-emb2025.1110.36
GRAPAMModels merged=theta_1 + theta_2, Clustering method=ZS WER2025.1110.52
GRAPAMModels merged=theta_2, Clustering method=LSM2025.1110.61
GRAPAMModels merged=theta_3, Clustering method=Random2025.1110.63
Whisper medium (Pre-trained)status=baseline2025.1114.05