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Papers Benchmarks Datasets Tasks

AphasiaBank dataset and benchmarks · SOTA2 Research

Research Datasets

AphasiaBank

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Profile Cosine Similarity Analysis

AphasiaBank 19-symptom inventory

0.81Cosine Similarity

42

Automatic Speech Recognition

AphasiaBank

9.04WER Range

8

Automatic Speech Recognition

AphasiaBank (test)

9.81WER (Verbatim)

7

Automatic Speech Recognition

AphasiaBank

0EID Control

4

Automatic Speech Recognition

AphasiaBank Non-fluent aphasia

17.53WER

1

Automatic Speech Recognition

AphasiaBank Control

4.03WER Range

1

Aphasia severity prediction (Repetition)

AphasiaBank

—Primary metric

0

Aphasia severity prediction (Sequential Commands)

AphasiaBank

—Primary metric

0

Aphasia severity prediction (Spontaneous Speech fluency)

AphasiaBank

—Primary metric

0

Aphasia severity prediction (WAB-AQ)

AphasiaBank

—Primary metric

0

Popular tasks

Automatic Speech Recognition Aphasia severity prediction (WAB-AQ)Aphasia severity prediction (Spontaneous Speech fluency)Aphasia severity prediction (Sequential Commands)Aphasia severity prediction (Repetition)

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